{"version":"1.0.0","segments":[{"speaker":"AIBP Intro","startTime":2.1,"endTime":6.18,"body":"The AIBP ASEAN B2B"},{"speaker":"AIBP Intro","startTime":2.1,"endTime":6.18,"body":"Growth podcast is a series of"},{"speaker":"AIBP Intro","startTime":6.18,"endTime":9.75,"body":"fireside chats with business"},{"speaker":"AIBP Intro","startTime":6.18,"endTime":9.75,"body":"leaders in Southeast Asia"},{"speaker":"AIBP Intro","startTime":9.9,"endTime":14.25,"body":"focused on growth in the region."},{"speaker":"AIBP Intro","startTime":9.9,"endTime":14.25,"body":"Topics discussed include"},{"speaker":"AIBP Intro","startTime":14.25,"endTime":17.94,"body":"business strategy, sales and"},{"speaker":"AIBP Intro","startTime":14.25,"endTime":17.94,"body":"marketing, enterprise technology"},{"speaker":"AIBP Intro","startTime":17.97,"endTime":19.11,"body":"and innovation."},{"speaker":"Irza Suprapto","startTime":28.3,"endTime":30.52,"body":"Hello, and"},{"speaker":"Irza Suprapto","startTime":28.3,"endTime":30.52,"body":"welcome to the next episode of"},{"speaker":"Irza Suprapto","startTime":30.55,"endTime":34.87,"body":"the AIBP ASEAN B2B Growth"},{"speaker":"Irza Suprapto","startTime":30.55,"endTime":34.87,"body":"Podcast. Today we have a very"},{"speaker":"Irza Suprapto","startTime":34.87,"endTime":37.96,"body":"interesting guest with us. But"},{"speaker":"Irza Suprapto","startTime":34.87,"endTime":37.96,"body":"before I go on to introduce our"},{"speaker":"Irza Suprapto","startTime":37.96,"endTime":41.86,"body":"guests, just a general reminder,"},{"speaker":"Irza Suprapto","startTime":37.96,"endTime":41.86,"body":"you know, the AIBP ASEAN B2B"},{"speaker":"Irza Suprapto","startTime":41.86,"endTime":45.16,"body":"growth podcast, we sit down with"},{"speaker":"Irza Suprapto","startTime":41.86,"endTime":45.16,"body":"leaders in Southeast Asia who"},{"speaker":"Irza Suprapto","startTime":45.16,"endTime":48.37,"body":"are driving growth within their"},{"speaker":"Irza Suprapto","startTime":45.16,"endTime":48.37,"body":"organizations, most of our"},{"speaker":"Irza Suprapto","startTime":48.37,"endTime":52.06,"body":"guests represent organizations"},{"speaker":"Irza Suprapto","startTime":48.37,"endTime":52.06,"body":"which are native to the"},{"speaker":"Irza Suprapto","startTime":52.06,"endTime":55.18,"body":"Southeast Asian region. And as I"},{"speaker":"Irza Suprapto","startTime":52.06,"endTime":55.18,"body":"mentioned earlier today, we have"},{"speaker":"Irza Suprapto","startTime":55.18,"endTime":58.66,"body":"Datin Habsah Nordin, who is"},{"speaker":"Irza Suprapto","startTime":55.18,"endTime":58.66,"body":"actually the Chief Data Officer"},{"speaker":"Irza Suprapto","startTime":58.66,"endTime":63.01,"body":"of Petronas to those of us you"},{"speaker":"Irza Suprapto","startTime":58.66,"endTime":63.01,"body":"know, as part of Southeast Asia,"},{"speaker":"Irza Suprapto","startTime":63.01,"endTime":65.29,"body":"especially if you're based in"},{"speaker":"Irza Suprapto","startTime":63.01,"endTime":65.29,"body":"Malaysia, you must be very, very"},{"speaker":"Irza Suprapto","startTime":65.29,"endTime":68.11,"body":"familiar with Petronas, one of"},{"speaker":"Irza Suprapto","startTime":65.29,"endTime":68.11,"body":"the largest organizations,"},{"speaker":"Irza Suprapto","startTime":68.26,"endTime":70.99,"body":"storing organizations and for"},{"speaker":"Irza Suprapto","startTime":68.26,"endTime":70.99,"body":"those of you working within the"},{"speaker":"Irza Suprapto","startTime":71.02,"endTime":74.35,"body":"oil and gas field, obviously,"},{"speaker":"Irza Suprapto","startTime":71.02,"endTime":74.35,"body":"you would have heard of Petronas"},{"speaker":"Irza Suprapto","startTime":74.35,"endTime":78.22,"body":"as well. But I think our guest"},{"speaker":"Irza Suprapto","startTime":74.35,"endTime":78.22,"body":"today will be able to do a"},{"speaker":"Irza Suprapto","startTime":78.22,"endTime":81.76,"body":"better job of introducing the"},{"speaker":"Irza Suprapto","startTime":78.22,"endTime":81.76,"body":"firm and as well as herself."},{"speaker":"Irza Suprapto","startTime":82.03,"endTime":84.13,"body":"Hello, and welcome to the show,"},{"speaker":"Irza Suprapto","startTime":82.03,"endTime":84.13,"body":"Datin. How are you?"},{"speaker":"Datin Habsah, PETRONAS","startTime":85.36,"endTime":87.25,"body":"Irza,"},{"speaker":"Datin Habsah, PETRONAS","startTime":85.36,"endTime":87.25,"body":"thank you so much for having me"},{"speaker":"Datin Habsah, PETRONAS","startTime":87.25,"endTime":87.79,"body":"here."},{"speaker":"Irza Suprapto","startTime":88.36,"endTime":90.73,"body":"Thank you. Thank"},{"speaker":"Irza Suprapto","startTime":88.36,"endTime":90.73,"body":"you for taking the time to be"},{"speaker":"Irza Suprapto","startTime":90.73,"endTime":93.01,"body":"with us. You know, before we"},{"speaker":"Irza Suprapto","startTime":90.73,"endTime":93.01,"body":"start, maybe you know for"},{"speaker":"Irza Suprapto","startTime":93.01,"endTime":96.07,"body":"international guests would you"},{"speaker":"Irza Suprapto","startTime":93.01,"endTime":96.07,"body":"like to give an overview of the"},{"speaker":"Irza Suprapto","startTime":96.07,"endTime":98.35,"body":"firm you're working for"},{"speaker":"Irza Suprapto","startTime":96.07,"endTime":98.35,"body":"currently, PETRONAS."},{"speaker":"Datin Habsah, PETRONAS","startTime":98.74,"endTime":102.16,"body":"Okay."},{"speaker":"Datin Habsah, PETRONAS","startTime":98.74,"endTime":102.16,"body":"PETRONAS is national oil company"},{"speaker":"Datin Habsah, PETRONAS","startTime":102.16,"endTime":108.34,"body":"of Malaysia. It is established"},{"speaker":"Datin Habsah, PETRONAS","startTime":102.16,"endTime":108.34,"body":"in 1974. So pretty much this"},{"speaker":"Datin Habsah, PETRONAS","startTime":108.34,"endTime":111.64,"body":"year we are celebrating the 50th"},{"speaker":"Datin Habsah, PETRONAS","startTime":108.34,"endTime":111.64,"body":"anniversary of Petronas."},{"speaker":"Datin Habsah, PETRONAS","startTime":111.79,"endTime":116.41,"body":"Congratulations. Yeah, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":111.79,"endTime":116.41,"body":"Petronas service in operations"},{"speaker":"Datin Habsah, PETRONAS","startTime":116.41,"endTime":119.29,"body":"around the world we are"},{"speaker":"Datin Habsah, PETRONAS","startTime":116.41,"endTime":119.29,"body":"operating in more than 100"},{"speaker":"Datin Habsah, PETRONAS","startTime":119.32,"endTime":124.96,"body":"countries and our group of"},{"speaker":"Datin Habsah, PETRONAS","startTime":119.32,"endTime":124.96,"body":"companies is more than 250"},{"speaker":"Datin Habsah, PETRONAS","startTime":124.99,"endTime":129.25,"body":"around the world. And I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":124.99,"endTime":129.25,"body":"for Petronas itself it is highly"},{"speaker":"Datin Habsah, PETRONAS","startTime":129.25,"endTime":133.57,"body":"integrated value chain, we do"},{"speaker":"Datin Habsah, PETRONAS","startTime":129.25,"endTime":133.57,"body":"have all the way from the"},{"speaker":"Datin Habsah, PETRONAS","startTime":133.57,"endTime":139.12,"body":"exploration of finding oil, gas"},{"speaker":"Datin Habsah, PETRONAS","startTime":133.57,"endTime":139.12,"body":"and so forth into selling all"},{"speaker":"Datin Habsah, PETRONAS","startTime":139.12,"endTime":143.29,"body":"those our products to the"},{"speaker":"Datin Habsah, PETRONAS","startTime":139.12,"endTime":143.29,"body":"market. And we are also"},{"speaker":"Datin Habsah, PETRONAS","startTime":143.29,"endTime":145.33,"body":"venturing into renewable energy."},{"speaker":"Irza Suprapto","startTime":146.29,"endTime":149.2,"body":"Thank you Datin."},{"speaker":"Irza Suprapto","startTime":146.29,"endTime":149.2,"body":"Now well, Petronas is it's an"},{"speaker":"Irza Suprapto","startTime":149.2,"endTime":152.56,"body":"interesting company. And there's"},{"speaker":"Irza Suprapto","startTime":149.2,"endTime":152.56,"body":"a whole history that you can"},{"speaker":"Irza Suprapto","startTime":152.56,"endTime":155.53,"body":"learn about them. I think what's"},{"speaker":"Irza Suprapto","startTime":152.56,"endTime":155.53,"body":"more interesting is obviously"},{"speaker":"Irza Suprapto","startTime":155.53,"endTime":159.01,"body":"our guest today Datin Habsah"},{"speaker":"Irza Suprapto","startTime":155.53,"endTime":159.01,"body":"Datin can you tell us your role"},{"speaker":"Irza Suprapto","startTime":159.01,"endTime":163.3,"body":"within Petronas? What do you do"},{"speaker":"Irza Suprapto","startTime":159.01,"endTime":163.3,"body":"within the organization and also"},{"speaker":"Irza Suprapto","startTime":163.33,"endTime":164.74,"body":"how long you've been with the"},{"speaker":"Irza Suprapto","startTime":163.33,"endTime":164.74,"body":"firm?"},{"speaker":"Datin Habsah, PETRONAS","startTime":165.4,"endTime":168.64,"body":"Okay, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":165.4,"endTime":168.64,"body":"I am now holding the positions"},{"speaker":"Datin Habsah, PETRONAS","startTime":168.67,"endTime":173.23,"body":"of the chief data officer"},{"speaker":"Datin Habsah, PETRONAS","startTime":168.67,"endTime":173.23,"body":"Petronas, this has been the post"},{"speaker":"Datin Habsah, PETRONAS","startTime":173.23,"endTime":177.46,"body":"that I am holding since April"},{"speaker":"Datin Habsah, PETRONAS","startTime":173.23,"endTime":177.46,"body":"2020. So actually, when I"},{"speaker":"Datin Habsah, PETRONAS","startTime":177.46,"endTime":180.67,"body":"started this role, it was"},{"speaker":"Datin Habsah, PETRONAS","startTime":177.46,"endTime":180.67,"body":"already the movement control"},{"speaker":"Datin Habsah, PETRONAS","startTime":180.67,"endTime":183.61,"body":"order. I think most of us"},{"speaker":"Datin Habsah, PETRONAS","startTime":180.67,"endTime":183.61,"body":"remember about the COVID days,"},{"speaker":"Datin Habsah, PETRONAS","startTime":183.61,"endTime":188.05,"body":"right? So when I came into the"},{"speaker":"Datin Habsah, PETRONAS","startTime":183.61,"endTime":188.05,"body":"office, pretty much I came into"},{"speaker":"Datin Habsah, PETRONAS","startTime":188.05,"endTime":192.49,"body":"the office, virtually I knew"},{"speaker":"Datin Habsah, PETRONAS","startTime":188.05,"endTime":192.49,"body":"that with all my teams this,"},{"speaker":"Datin Habsah, PETRONAS","startTime":192.82,"endTime":197.83,"body":"around 100 of them, we have been"},{"speaker":"Datin Habsah, PETRONAS","startTime":192.82,"endTime":197.83,"body":"online working together for two"},{"speaker":"Datin Habsah, PETRONAS","startTime":197.83,"endTime":201.52,"body":"years, actually, prior to the"},{"speaker":"Datin Habsah, PETRONAS","startTime":197.83,"endTime":201.52,"body":"movement control order has been"},{"speaker":"Datin Habsah, PETRONAS","startTime":201.52,"endTime":205.51,"body":"disbanded. So I can imagine, and"},{"speaker":"Datin Habsah, PETRONAS","startTime":201.52,"endTime":205.51,"body":"you can imagine this pair,"},{"speaker":"Datin Habsah, PETRONAS","startTime":205.51,"endTime":210.7,"body":"right? Coming into a new setup,"},{"speaker":"Datin Habsah, PETRONAS","startTime":205.51,"endTime":210.7,"body":"having a new team in a different"},{"speaker":"Datin Habsah, PETRONAS","startTime":210.7,"endTime":214.03,"body":"environment in a different"},{"speaker":"Datin Habsah, PETRONAS","startTime":210.7,"endTime":214.03,"body":"setting that's designed to"},{"speaker":"Datin Habsah, PETRONAS","startTime":214.03,"endTime":217.69,"body":"there's an arts to it. But"},{"speaker":"Datin Habsah, PETRONAS","startTime":214.03,"endTime":217.69,"body":"there's also I would say a very"},{"speaker":"Datin Habsah, PETRONAS","startTime":217.69,"endTime":221.8,"body":"enriching experience. How"},{"speaker":"Datin Habsah, PETRONAS","startTime":217.69,"endTime":221.8,"body":"exactly that we started this"},{"speaker":"Datin Habsah, PETRONAS","startTime":221.8,"endTime":224.65,"body":"journey about data"},{"speaker":"Datin Habsah, PETRONAS","startTime":221.8,"endTime":224.65,"body":"transformation. How do we"},{"speaker":"Datin Habsah, PETRONAS","startTime":224.65,"endTime":230.38,"body":"discuss about the strategy? How"},{"speaker":"Datin Habsah, PETRONAS","startTime":224.65,"endTime":230.38,"body":"do we do our daily cadence on"},{"speaker":"Datin Habsah, PETRONAS","startTime":230.38,"endTime":233.62,"body":"every single project that we are"},{"speaker":"Datin Habsah, PETRONAS","startTime":230.38,"endTime":233.62,"body":"doing? But one thing for sure"},{"speaker":"Datin Habsah, PETRONAS","startTime":233.62,"endTime":238.57,"body":"is, the team is very excited. We"},{"speaker":"Datin Habsah, PETRONAS","startTime":233.62,"endTime":238.57,"body":"want to see changes, we want to"},{"speaker":"Datin Habsah, PETRONAS","startTime":238.57,"endTime":241.9,"body":"see changes, how does the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":238.57,"endTime":241.9,"body":"transformation be able to"},{"speaker":"Datin Habsah, PETRONAS","startTime":242.38,"endTime":246.7,"body":"powering up the digital success"},{"speaker":"Datin Habsah, PETRONAS","startTime":242.38,"endTime":246.7,"body":"for Petronas? Because we believe"},{"speaker":"Datin Habsah, PETRONAS","startTime":246.7,"endTime":250.57,"body":"that the one of the component of"},{"speaker":"Datin Habsah, PETRONAS","startTime":246.7,"endTime":250.57,"body":"success for digital is on its"},{"speaker":"Datin Habsah, PETRONAS","startTime":250.69,"endTime":257.08,"body":"data. So I think that's how I"},{"speaker":"Datin Habsah, PETRONAS","startTime":250.69,"endTime":257.08,"body":"started but when I came into the"},{"speaker":"Datin Habsah, PETRONAS","startTime":257.11,"endTime":261.82,"body":"data space was actually in early"},{"speaker":"Datin Habsah, PETRONAS","startTime":257.11,"endTime":261.82,"body":"2019. That was a time with so"},{"speaker":"Datin Habsah, PETRONAS","startTime":261.85,"endTime":266.2,"body":"I've been entrusted to look"},{"speaker":"Datin Habsah, PETRONAS","startTime":261.85,"endTime":266.2,"body":"after and manage technical data"},{"speaker":"Datin Habsah, PETRONAS","startTime":266.2,"endTime":271.51,"body":"for Petronas for the formations"},{"speaker":"Datin Habsah, PETRONAS","startTime":266.2,"endTime":271.51,"body":"of or I would say that the focus"},{"speaker":"Datin Habsah, PETRONAS","startTime":271.51,"endTime":274.78,"body":"of data and Petronas is always"},{"speaker":"Datin Habsah, PETRONAS","startTime":271.51,"endTime":274.78,"body":"centered on the technical data"},{"speaker":"Datin Habsah, PETRONAS","startTime":274.78,"endTime":280.0,"body":"because we are a technical"},{"speaker":"Datin Habsah, PETRONAS","startTime":274.78,"endTime":280.0,"body":"organization. So the formations"},{"speaker":"Datin Habsah, PETRONAS","startTime":280.0,"endTime":283.33,"body":"of a data team and the"},{"speaker":"Datin Habsah, PETRONAS","startTime":280.0,"endTime":283.33,"body":"centricity of managing data"},{"speaker":"Datin Habsah, PETRONAS","startTime":283.33,"endTime":289.81,"body":"started in 1976. And the focus"},{"speaker":"Datin Habsah, PETRONAS","startTime":283.33,"endTime":289.81,"body":"was always on the entering data,"},{"speaker":"Datin Habsah, PETRONAS","startTime":289.84,"endTime":294.46,"body":"subsurface data and so forth."},{"speaker":"Datin Habsah, PETRONAS","startTime":289.84,"endTime":294.46,"body":"And I think we see that"},{"speaker":"Datin Habsah, PETRONAS","startTime":294.67,"endTime":297.58,"body":"evolutions of the data but I"},{"speaker":"Datin Habsah, PETRONAS","startTime":294.67,"endTime":297.58,"body":"think what's more important we"},{"speaker":"Datin Habsah, PETRONAS","startTime":297.58,"endTime":301.36,"body":"see that there is a need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":297.58,"endTime":301.36,"body":"orchestrate  the whole data"},{"speaker":"Datin Habsah, PETRONAS","startTime":301.36,"endTime":305.2,"body":"management better and that's why"},{"speaker":"Datin Habsah, PETRONAS","startTime":301.36,"endTime":305.2,"body":"the formation of enterprise data"},{"speaker":"Datin Habsah, PETRONAS","startTime":305.2,"endTime":311.5,"body":"in 2020. So I become the first"},{"speaker":"Datin Habsah, PETRONAS","startTime":305.2,"endTime":311.5,"body":"person who actually driving the"},{"speaker":"Datin Habsah, PETRONAS","startTime":311.5,"endTime":313.54,"body":"whole transformation of data for"},{"speaker":"Datin Habsah, PETRONAS","startTime":311.5,"endTime":313.54,"body":"Petronas."},{"speaker":"Irza, AIBP","startTime":313.93,"endTime":317.23,"body":"Perfect, so April"},{"speaker":"Irza, AIBP","startTime":313.93,"endTime":317.23,"body":"2020. For those of you overseas,"},{"speaker":"Irza, AIBP","startTime":317.23,"endTime":321.49,"body":"I think Datin mention movement"},{"speaker":"Irza, AIBP","startTime":317.23,"endTime":321.49,"body":"control order. This was the MCO"},{"speaker":"Irza, AIBP","startTime":321.49,"endTime":324.82,"body":"in Malaysia. So Southeast Asia"},{"speaker":"Irza, AIBP","startTime":321.49,"endTime":324.82,"body":"basically went into lockdown"},{"speaker":"Irza, AIBP","startTime":324.82,"endTime":327.97,"body":"sometime around March, April"},{"speaker":"Irza, AIBP","startTime":324.82,"endTime":327.97,"body":"2020. Different countries in"},{"speaker":"Irza, AIBP","startTime":327.97,"endTime":331.63,"body":"Southeast Asia. So Datin started"},{"speaker":"Irza, AIBP","startTime":327.97,"endTime":331.63,"body":"her role right at the start of"},{"speaker":"Irza, AIBP","startTime":331.63,"endTime":335.77,"body":"the COVID lockdowns in in"},{"speaker":"Irza, AIBP","startTime":331.63,"endTime":335.77,"body":"Malaysia and COVID lockdowns in"},{"speaker":"Irza, AIBP","startTime":335.77,"endTime":338.44,"body":"Malaysia were quite severe,"},{"speaker":"Irza, AIBP","startTime":335.77,"endTime":338.44,"body":"whereby, if I remember"},{"speaker":"Irza, AIBP","startTime":338.44,"endTime":342.01,"body":"correctly, only one person can"},{"speaker":"Irza, AIBP","startTime":338.44,"endTime":342.01,"body":"leave the home to buy groceries."},{"speaker":"Datin Habsah, PETRONAS","startTime":344.5,"endTime":346.3,"body":"I"},{"speaker":"Datin Habsah, PETRONAS","startTime":344.5,"endTime":346.3,"body":"remember when I had to leave,"},{"speaker":"Datin Habsah, PETRONAS","startTime":346.54,"endTime":352.21,"body":"you know, and I thought that am"},{"speaker":"Datin Habsah, PETRONAS","startTime":346.54,"endTime":352.21,"body":"i at war all those, you know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":352.21,"endTime":355.78,"body":"the distance we need to keep"},{"speaker":"Datin Habsah, PETRONAS","startTime":352.21,"endTime":355.78,"body":"among each of us, and then we"},{"speaker":"Datin Habsah, PETRONAS","startTime":355.78,"endTime":360.82,"body":"need to put on proper gear. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":355.78,"endTime":360.82,"body":"I think there's a lot of I would"},{"speaker":"Datin Habsah, PETRONAS","startTime":360.82,"endTime":364.72,"body":"say, you know, shops being close"},{"speaker":"Datin Habsah, PETRONAS","startTime":360.82,"endTime":364.72,"body":"and so forth. And there's a"},{"speaker":"Datin Habsah, PETRONAS","startTime":364.75,"endTime":368.26,"body":"dedicated path for you to go to"},{"speaker":"Datin Habsah, PETRONAS","startTime":364.75,"endTime":368.26,"body":"the shopping mall. That is a"},{"speaker":"Datin Habsah, PETRONAS","startTime":368.26,"endTime":369.7,"body":"different experience altogether."},{"speaker":"Irza Suprapto","startTime":369.88,"endTime":372.04,"body":"It must have been"},{"speaker":"Irza Suprapto","startTime":369.88,"endTime":372.04,"body":"amazing starting your new role"},{"speaker":"Irza Suprapto","startTime":372.04,"endTime":377.59,"body":"that so Datin you mentioned you"},{"speaker":"Irza Suprapto","startTime":372.04,"endTime":377.59,"body":"started April 2020 in that role."},{"speaker":"Irza Suprapto","startTime":377.62,"endTime":380.08,"body":"Previously, you mentioned you"},{"speaker":"Irza Suprapto","startTime":377.62,"endTime":380.08,"body":"were working with technical data"},{"speaker":"Irza Suprapto","startTime":380.08,"endTime":383.83,"body":"from as early as 2019. Can you"},{"speaker":"Irza Suprapto","startTime":380.08,"endTime":383.83,"body":"give us an idea about how you"},{"speaker":"Irza Suprapto","startTime":383.83,"endTime":386.17,"body":"got there? Where were you before"},{"speaker":"Irza Suprapto","startTime":383.83,"endTime":386.17,"body":"that. How was your career"},{"speaker":"Irza Suprapto","startTime":386.17,"endTime":389.32,"body":"trajectory moved and what what"},{"speaker":"Irza Suprapto","startTime":386.17,"endTime":389.32,"body":"you've done previously before"},{"speaker":"Irza Suprapto","startTime":389.32,"endTime":390.16,"body":"PETRONAS as well."},{"speaker":"Datin Habsah, PETRONAS","startTime":390.55,"endTime":393.7,"body":"Okay, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":390.55,"endTime":393.7,"body":"maybe I start when I can, I'm a"},{"speaker":"Datin Habsah, PETRONAS","startTime":393.73,"endTime":397.75,"body":"I graduated from Case Western"},{"speaker":"Datin Habsah, PETRONAS","startTime":393.73,"endTime":397.75,"body":"Reserve University in computer"},{"speaker":"Datin Habsah, PETRONAS","startTime":397.75,"endTime":402.91,"body":"science. So I joined Petronas in"},{"speaker":"Datin Habsah, PETRONAS","startTime":397.75,"endTime":402.91,"body":"16, November 1995. So I came"},{"speaker":"Datin Habsah, PETRONAS","startTime":402.91,"endTime":408.16,"body":"into Petronas. I actually was"},{"speaker":"Datin Habsah, PETRONAS","startTime":402.91,"endTime":408.16,"body":"placed in an IT department, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":408.16,"endTime":412.39,"body":"spent one and a half year in IT"},{"speaker":"Datin Habsah, PETRONAS","startTime":408.16,"endTime":412.39,"body":"department. And after that I"},{"speaker":"Datin Habsah, PETRONAS","startTime":412.39,"endTime":417.79,"body":"step out and step out into a"},{"speaker":"Datin Habsah, PETRONAS","startTime":412.39,"endTime":417.79,"body":"marketing division. In fact, in"},{"speaker":"Datin Habsah, PETRONAS","startTime":417.79,"endTime":420.82,"body":"the marketing division where I"},{"speaker":"Datin Habsah, PETRONAS","startTime":417.79,"endTime":420.82,"body":"was assigned, it was in a"},{"speaker":"Datin Habsah, PETRONAS","startTime":420.82,"endTime":424.39,"body":"company called Petronas"},{"speaker":"Datin Habsah, PETRONAS","startTime":420.82,"endTime":424.39,"body":"Dagangan, Berhad. And I was"},{"speaker":"Datin Habsah, PETRONAS","startTime":424.39,"endTime":430.36,"body":"actually the only female and the"},{"speaker":"Datin Habsah, PETRONAS","startTime":424.39,"endTime":430.36,"body":"first female that was assigned"},{"speaker":"Datin Habsah, PETRONAS","startTime":430.87,"endTime":435.13,"body":"to a commercial and home fuel"},{"speaker":"Datin Habsah, PETRONAS","startTime":430.87,"endTime":435.13,"body":"department. I even have a"},{"speaker":"Datin Habsah, PETRONAS","startTime":435.13,"endTime":439.12,"body":"picture to give an evidence of"},{"speaker":"Datin Habsah, PETRONAS","startTime":435.13,"endTime":439.12,"body":"this, then was the starting"},{"speaker":"Datin Habsah, PETRONAS","startTime":439.12,"endTime":442.24,"body":"point. So I learned about the"},{"speaker":"Datin Habsah, PETRONAS","startTime":439.12,"endTime":442.24,"body":"business and I feel very"},{"speaker":"Datin Habsah, PETRONAS","startTime":442.27,"endTime":447.94,"body":"empowered. I feel very energetic"},{"speaker":"Datin Habsah, PETRONAS","startTime":442.27,"endTime":447.94,"body":"how I see what I do if my job"},{"speaker":"Datin Habsah, PETRONAS","startTime":447.94,"endTime":451.72,"body":"like I was the experts in"},{"speaker":"Datin Habsah, PETRONAS","startTime":447.94,"endTime":451.72,"body":"pricing, and I can see how"},{"speaker":"Datin Habsah, PETRONAS","startTime":451.72,"endTime":455.35,"body":"pricing actually contributed in"},{"speaker":"Datin Habsah, PETRONAS","startTime":451.72,"endTime":455.35,"body":"winning contracts, how it"},{"speaker":"Datin Habsah, PETRONAS","startTime":455.35,"endTime":458.83,"body":"contributed to improve market"},{"speaker":"Datin Habsah, PETRONAS","startTime":455.35,"endTime":458.83,"body":"share, and so forth. So right"},{"speaker":"Datin Habsah, PETRONAS","startTime":458.83,"endTime":462.91,"body":"after that, one, once that I got"},{"speaker":"Datin Habsah, PETRONAS","startTime":458.83,"endTime":462.91,"body":"that flavor, I wanted to do"},{"speaker":"Datin Habsah, PETRONAS","startTime":462.91,"endTime":466.78,"body":"something bigger. So I went into"},{"speaker":"Datin Habsah, PETRONAS","startTime":462.91,"endTime":466.78,"body":"a strategic planning. So I spent"},{"speaker":"Datin Habsah, PETRONAS","startTime":466.78,"endTime":470.41,"body":"about 10 years in strategic"},{"speaker":"Datin Habsah, PETRONAS","startTime":466.78,"endTime":470.41,"body":"planning. And right after that,"},{"speaker":"Datin Habsah, PETRONAS","startTime":470.41,"endTime":473.92,"body":"I went into internal audit,"},{"speaker":"Datin Habsah, PETRONAS","startTime":470.41,"endTime":473.92,"body":"there was you know, we I got"},{"speaker":"Datin Habsah, PETRONAS","startTime":473.92,"endTime":478.42,"body":"assigned to internal audit, and"},{"speaker":"Datin Habsah, PETRONAS","startTime":473.92,"endTime":478.42,"body":"that was a field and a platform"},{"speaker":"Datin Habsah, PETRONAS","startTime":478.42,"endTime":481.96,"body":"for me to learn about the entire"},{"speaker":"Datin Habsah, PETRONAS","startTime":478.42,"endTime":481.96,"body":"business of Petronas. In"},{"speaker":"Datin Habsah, PETRONAS","startTime":481.96,"endTime":485.68,"body":"internal audit, where we do"},{"speaker":"Datin Habsah, PETRONAS","startTime":481.96,"endTime":485.68,"body":"audit, we do many scopes of"},{"speaker":"Datin Habsah, PETRONAS","startTime":485.71,"endTime":489.94,"body":"audit area, it goes from"},{"speaker":"Datin Habsah, PETRONAS","startTime":485.71,"endTime":489.94,"body":"procurement, to finance, to"},{"speaker":"Datin Habsah, PETRONAS","startTime":489.94,"endTime":495.58,"body":"planning to operations and so"},{"speaker":"Datin Habsah, PETRONAS","startTime":489.94,"endTime":495.58,"body":"forth. So I understood about the"},{"speaker":"Datin Habsah, PETRONAS","startTime":495.64,"endTime":499.54,"body":"whole Petronas setup and the"},{"speaker":"Datin Habsah, PETRONAS","startTime":495.64,"endTime":499.54,"body":"core operations and so forth in"},{"speaker":"Datin Habsah, PETRONAS","startTime":499.54,"endTime":503.83,"body":"that two thing in the two years"},{"speaker":"Datin Habsah, PETRONAS","startTime":499.54,"endTime":503.83,"body":"thing where I was in, in group"},{"speaker":"Datin Habsah, PETRONAS","startTime":503.83,"endTime":509.14,"body":"internal audit. And right after"},{"speaker":"Datin Habsah, PETRONAS","startTime":503.83,"endTime":509.14,"body":"that, I came into a division, it"},{"speaker":"Datin Habsah, PETRONAS","startTime":509.14,"endTime":512.11,"body":"was a newly formed division, it"},{"speaker":"Datin Habsah, PETRONAS","startTime":509.14,"endTime":512.11,"body":"was called Research and"},{"speaker":"Datin Habsah, PETRONAS","startTime":512.11,"endTime":517.75,"body":"Technology Division. That was"},{"speaker":"Datin Habsah, PETRONAS","startTime":512.11,"endTime":517.75,"body":"the division where the vision of"},{"speaker":"Datin Habsah, PETRONAS","startTime":517.75,"endTime":520.81,"body":"that division was about to"},{"speaker":"Datin Habsah, PETRONAS","startTime":517.75,"endTime":520.81,"body":"create a center of excellence on"},{"speaker":"Datin Habsah, PETRONAS","startTime":520.81,"endTime":525.58,"body":"engineering, on research on"},{"speaker":"Datin Habsah, PETRONAS","startTime":520.81,"endTime":525.58,"body":"technology development, and I've"},{"speaker":"Datin Habsah, PETRONAS","startTime":525.58,"endTime":529.63,"body":"been in this this particular"},{"speaker":"Datin Habsah, PETRONAS","startTime":525.58,"endTime":529.63,"body":"division for quite some time in"},{"speaker":"Datin Habsah, PETRONAS","startTime":529.63,"endTime":535.0,"body":"a multifaceted role. And one"},{"speaker":"Datin Habsah, PETRONAS","startTime":529.63,"endTime":535.0,"body":"thing that I have discovered is"},{"speaker":"Datin Habsah, PETRONAS","startTime":535.39,"endTime":540.16,"body":"every single places that I moved"},{"speaker":"Datin Habsah, PETRONAS","startTime":535.39,"endTime":540.16,"body":"in, I love that new challenge"},{"speaker":"Datin Habsah, PETRONAS","startTime":540.16,"endTime":543.07,"body":"because I feel that there's"},{"speaker":"Datin Habsah, PETRONAS","startTime":540.16,"endTime":543.07,"body":"something new I'm learning. You"},{"speaker":"Datin Habsah, PETRONAS","startTime":543.07,"endTime":546.82,"body":"know, to me learning is always"},{"speaker":"Datin Habsah, PETRONAS","startTime":543.07,"endTime":546.82,"body":"constant. And I think what's"},{"speaker":"Datin Habsah, PETRONAS","startTime":546.82,"endTime":550.93,"body":"more so exciting is I get to"},{"speaker":"Datin Habsah, PETRONAS","startTime":546.82,"endTime":550.93,"body":"work with a different team, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":550.93,"endTime":556.36,"body":"get to see how my team grew, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":550.93,"endTime":556.36,"body":"get to see how exactly, you know"},{"speaker":"Datin Habsah, PETRONAS","startTime":556.36,"endTime":559.42,"body":"I make an impact. It doesn't"},{"speaker":"Datin Habsah, PETRONAS","startTime":556.36,"endTime":559.42,"body":"matter whether you are in a"},{"speaker":"Datin Habsah, PETRONAS","startTime":559.42,"endTime":561.58,"body":"stewardship role, you the"},{"speaker":"Datin Habsah, PETRONAS","startTime":559.42,"endTime":561.58,"body":"shaping your role or your"},{"speaker":"Datin Habsah, PETRONAS","startTime":561.58,"endTime":566.26,"body":"delivery role. There's always"},{"speaker":"Datin Habsah, PETRONAS","startTime":561.58,"endTime":566.26,"body":"the connections to the impact"},{"speaker":"Datin Habsah, PETRONAS","startTime":566.26,"endTime":568.63,"body":"that you can bring to the"},{"speaker":"Datin Habsah, PETRONAS","startTime":566.26,"endTime":568.63,"body":"organization. So I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":568.63,"endTime":572.56,"body":"what gets me motivated. But one"},{"speaker":"Datin Habsah, PETRONAS","startTime":568.63,"endTime":572.56,"body":"of the key tasks that I was"},{"speaker":"Datin Habsah, PETRONAS","startTime":572.56,"endTime":578.29,"body":"interested in 2016 was I'm part"},{"speaker":"Datin Habsah, PETRONAS","startTime":572.56,"endTime":578.29,"body":"of the transformation team and I"},{"speaker":"Datin Habsah, PETRONAS","startTime":578.29,"endTime":583.6,"body":"was alone assign this was"},{"speaker":"Datin Habsah, PETRONAS","startTime":578.29,"endTime":583.6,"body":"actually a very secret project"},{"speaker":"Datin Habsah, PETRONAS","startTime":583.6,"endTime":588.67,"body":"actually. I was assigned to"},{"speaker":"Datin Habsah, PETRONAS","startTime":583.6,"endTime":588.67,"body":"become like the, I would say the"},{"speaker":"Datin Habsah, PETRONAS","startTime":588.67,"endTime":592.87,"body":"designer of the division. So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":588.67,"endTime":592.87,"body":"designed the whole operating"},{"speaker":"Datin Habsah, PETRONAS","startTime":592.87,"endTime":598.12,"body":"model the division, the vision,"},{"speaker":"Datin Habsah, PETRONAS","startTime":592.87,"endTime":598.12,"body":"it was actually a congre is"},{"speaker":"Datin Habsah, PETRONAS","startTime":598.12,"endTime":603.79,"body":"actually is The congregations of"},{"speaker":"Datin Habsah, PETRONAS","startTime":598.12,"endTime":603.79,"body":"a few departments in Petronas."},{"speaker":"Datin Habsah, PETRONAS","startTime":604.12,"endTime":609.22,"body":"And when we form it does close"},{"speaker":"Datin Habsah, PETRONAS","startTime":604.12,"endTime":609.22,"body":"to 5000, employee of that"},{"speaker":"Datin Habsah, PETRONAS","startTime":609.22,"endTime":611.95,"body":"division so you can understand"},{"speaker":"Datin Habsah, PETRONAS","startTime":609.22,"endTime":611.95,"body":"the scale and the size of it."},{"speaker":"Datin Habsah, PETRONAS","startTime":612.61,"endTime":616.21,"body":"And it has multifacets of I will"},{"speaker":"Datin Habsah, PETRONAS","startTime":612.61,"endTime":616.21,"body":"say expertise from project"},{"speaker":"Datin Habsah, PETRONAS","startTime":616.21,"endTime":621.22,"body":"management, to research, to"},{"speaker":"Datin Habsah, PETRONAS","startTime":616.21,"endTime":621.22,"body":"technical services, and so"},{"speaker":"Datin Habsah, PETRONAS","startTime":621.22,"endTime":625.51,"body":"forth, including also managing"},{"speaker":"Datin Habsah, PETRONAS","startTime":621.22,"endTime":625.51,"body":"the technical data. So that was"},{"speaker":"Datin Habsah, PETRONAS","startTime":625.54,"endTime":630.4,"body":"a feel the term of what I've"},{"speaker":"Datin Habsah, PETRONAS","startTime":625.54,"endTime":630.4,"body":"learned over the years. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":630.4,"endTime":635.89,"body":"have prescribed that and"},{"speaker":"Datin Habsah, PETRONAS","startTime":630.4,"endTime":635.89,"body":"deliberately undertake what I've"},{"speaker":"Datin Habsah, PETRONAS","startTime":635.89,"endTime":639.34,"body":"learned over the years into what"},{"speaker":"Datin Habsah, PETRONAS","startTime":635.89,"endTime":639.34,"body":"I call as my transformation"},{"speaker":"Datin Habsah, PETRONAS","startTime":640.99,"endTime":645.19,"body":"adventure, or I would say my"},{"speaker":"Datin Habsah, PETRONAS","startTime":640.99,"endTime":645.19,"body":"transformation piece. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":645.19,"endTime":650.68,"body":"think, noticing that as part of"},{"speaker":"Datin Habsah, PETRONAS","startTime":645.19,"endTime":650.68,"body":"my strength. And when Petronas"},{"speaker":"Datin Habsah, PETRONAS","startTime":650.68,"endTime":653.65,"body":"wanted to see the changes in"},{"speaker":"Datin Habsah, PETRONAS","startTime":650.68,"endTime":653.65,"body":"data, well, I still have this"},{"speaker":"Datin Habsah, PETRONAS","startTime":653.65,"endTime":656.89,"body":"conversation with my Senior Vice"},{"speaker":"Datin Habsah, PETRONAS","startTime":653.65,"endTime":656.89,"body":"President at that point in time."},{"speaker":"Datin Habsah, PETRONAS","startTime":657.37,"endTime":660.1,"body":"He strongly believe that I can"},{"speaker":"Datin Habsah, PETRONAS","startTime":657.37,"endTime":660.1,"body":"make this happen and that's the"},{"speaker":"Datin Habsah, PETRONAS","startTime":660.1,"endTime":664.96,"body":"reason why I am happy to accept"},{"speaker":"Datin Habsah, PETRONAS","startTime":660.1,"endTime":664.96,"body":"the mission critical. And that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":664.96,"endTime":670.72,"body":"why I'm here in enterprise data."},{"speaker":"Datin Habsah, PETRONAS","startTime":664.96,"endTime":670.72,"body":"And the whole context about the"},{"speaker":"Datin Habsah, PETRONAS","startTime":670.75,"endTime":673.42,"body":"management of the data in"},{"speaker":"Datin Habsah, PETRONAS","startTime":670.75,"endTime":673.42,"body":"Petronas is how would the"},{"speaker":"Datin Habsah, PETRONAS","startTime":673.42,"endTime":677.56,"body":"transformation be felt, how the"},{"speaker":"Datin Habsah, PETRONAS","startTime":673.42,"endTime":677.56,"body":"right strategy is being"},{"speaker":"Datin Habsah, PETRONAS","startTime":677.83,"endTime":682.84,"body":"developed and applied and"},{"speaker":"Datin Habsah, PETRONAS","startTime":677.83,"endTime":682.84,"body":"delivered. And how I make sure"},{"speaker":"Datin Habsah, PETRONAS","startTime":682.84,"endTime":687.34,"body":"that there is the culture hack"},{"speaker":"Datin Habsah, PETRONAS","startTime":682.84,"endTime":687.34,"body":"within it within Petronas. You"},{"speaker":"Datin Habsah, PETRONAS","startTime":687.34,"endTime":689.86,"body":"know that that data is the"},{"speaker":"Datin Habsah, PETRONAS","startTime":687.34,"endTime":689.86,"body":"responsibility and"},{"speaker":"Datin Habsah, PETRONAS","startTime":689.86,"endTime":694.51,"body":"accountability of everyone. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":689.86,"endTime":694.51,"body":"it's no longer about the person"},{"speaker":"Datin Habsah, PETRONAS","startTime":694.51,"endTime":697.87,"body":"in IT. You have to manage the"},{"speaker":"Datin Habsah, PETRONAS","startTime":694.51,"endTime":697.87,"body":"data. It's not longer that is"},{"speaker":"Datin Habsah, PETRONAS","startTime":697.87,"endTime":702.01,"body":"all about how do we as an"},{"speaker":"Datin Habsah, PETRONAS","startTime":697.87,"endTime":702.01,"body":"employee of Petronas, 50,000,"},{"speaker":"Datin Habsah, PETRONAS","startTime":702.01,"endTime":706.66,"body":"over close to 50,000 of us we"},{"speaker":"Datin Habsah, PETRONAS","startTime":702.01,"endTime":706.66,"body":"feel accountable. We take that"},{"speaker":"Datin Habsah, PETRONAS","startTime":706.66,"endTime":710.89,"body":"accountability seriously in"},{"speaker":"Datin Habsah, PETRONAS","startTime":706.66,"endTime":710.89,"body":"managing data because I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":710.92,"endTime":714.58,"body":"many people misunderstood when"},{"speaker":"Datin Habsah, PETRONAS","startTime":710.92,"endTime":714.58,"body":"it comes to data. The first"},{"speaker":"Datin Habsah, PETRONAS","startTime":714.58,"endTime":717.91,"body":"thing in their mind is all about"},{"speaker":"Datin Habsah, PETRONAS","startTime":714.58,"endTime":717.91,"body":"technology investment. Actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":717.91,"endTime":722.83,"body":"it's not the biggest challenge"},{"speaker":"Datin Habsah, PETRONAS","startTime":717.91,"endTime":722.83,"body":"about transformation is data."},{"speaker":"Datin Habsah, PETRONAS","startTime":722.86,"endTime":726.82,"body":"It' the culture hack. You build"},{"speaker":"Datin Habsah, PETRONAS","startTime":722.86,"endTime":726.82,"body":"the right culture for data. So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":726.82,"endTime":729.61,"body":"guess that's a give us a little"},{"speaker":"Datin Habsah, PETRONAS","startTime":726.82,"endTime":729.61,"body":"bit of snippets of what I'm"},{"speaker":"Datin Habsah, PETRONAS","startTime":729.61,"endTime":730.03,"body":"doing."},{"speaker":"Irza, AIBP","startTime":730.45,"endTime":733.566,"body":"That's so you've"},{"speaker":"Irza, AIBP","startTime":730.45,"endTime":733.566,"body":"been with Petronas since 1995."},{"speaker":"Irza, AIBP","startTime":733.632,"endTime":737.08,"body":"And you mentioned that Petronas"},{"speaker":"Irza, AIBP","startTime":733.632,"endTime":737.08,"body":"is celebrating their"},{"speaker":"Datin Habsah, PETRONAS","startTime":737.89,"endTime":739.96,"body":"50th"},{"speaker":"Datin Habsah, PETRONAS","startTime":737.89,"endTime":739.96,"body":"anniversary this year."},{"speaker":"Irza Suprapto","startTime":740.17,"endTime":742.72,"body":"So you've you've"},{"speaker":"Irza Suprapto","startTime":740.17,"endTime":742.72,"body":"been with Petronas for half of"},{"speaker":"Irza Suprapto","startTime":742.774,"endTime":745.27,"body":"its existence more than half of"},{"speaker":"Irza Suprapto","startTime":742.774,"endTime":745.27,"body":"its existence."},{"speaker":"Irza, AIBP","startTime":748.54,"endTime":750.909,"body":"You know, nowadays"},{"speaker":"Irza, AIBP","startTime":748.54,"endTime":750.909,"body":"with with different people"},{"speaker":"Irza, AIBP","startTime":750.962,"endTime":754.069,"body":"joining organizations, people"},{"speaker":"Irza, AIBP","startTime":750.962,"endTime":754.069,"body":"stay for maybe one two years,"},{"speaker":"Irza, AIBP","startTime":754.122,"endTime":757.334,"body":"and they think oh, I've been"},{"speaker":"Irza, AIBP","startTime":754.122,"endTime":757.334,"body":"very long with a firm, but Datin"},{"speaker":"Irza, AIBP","startTime":757.387,"endTime":760.705,"body":"you've been with Petronas for a"},{"speaker":"Irza, AIBP","startTime":757.387,"endTime":760.705,"body":"very long time. And I think you"},{"speaker":"Irza, AIBP","startTime":760.758,"endTime":763.918,"body":"need to have been with them for"},{"speaker":"Irza, AIBP","startTime":760.758,"endTime":763.918,"body":"a very long time in order to"},{"speaker":"Irza, AIBP","startTime":763.97,"endTime":766.551,"body":"experience the entire supply"},{"speaker":"Irza, AIBP","startTime":763.97,"endTime":766.551,"body":"chain, the different"},{"speaker":"Irza, AIBP","startTime":766.603,"endTime":769.711,"body":"departments. And you mentioned"},{"speaker":"Irza, AIBP","startTime":766.603,"endTime":769.711,"body":"as well, it's 50,000, nearly"},{"speaker":"Irza, AIBP","startTime":769.763,"endTime":773.187,"body":"50,000 employees and $70 billion"},{"speaker":"Irza, AIBP","startTime":769.763,"endTime":773.187,"body":"business 100 locations globally."},{"speaker":"Irza, AIBP","startTime":773.239,"endTime":775.978,"body":"There needs to be some"},{"speaker":"Irza, AIBP","startTime":773.239,"endTime":775.978,"body":"understanding of the internal"},{"speaker":"Irza, AIBP","startTime":776.03,"endTime":779.401,"body":"workings of the firm, I guess in"},{"speaker":"Irza, AIBP","startTime":776.03,"endTime":779.401,"body":"order to be where you are today"},{"speaker":"Irza, AIBP","startTime":779.454,"endTime":782.613,"body":"as well. That's true. Let's go"},{"speaker":"Irza, AIBP","startTime":779.454,"endTime":782.613,"body":"back to the data piece. Since"},{"speaker":"Irza, AIBP","startTime":782.666,"endTime":785.879,"body":"you're the title of chief data"},{"speaker":"Irza, AIBP","startTime":782.666,"endTime":785.879,"body":"officer as well. Let's go back"},{"speaker":"Irza, AIBP","startTime":785.931,"endTime":789.091,"body":"to the fundamentals. Right."},{"speaker":"Irza, AIBP","startTime":785.931,"endTime":789.091,"body":"Okay. Can you just briefly share"},{"speaker":"Irza, AIBP","startTime":789.144,"endTime":792.251,"body":"with us in your words, what is"},{"speaker":"Irza, AIBP","startTime":789.144,"endTime":792.251,"body":"data? And can you share some"},{"speaker":"Irza, AIBP","startTime":792.304,"endTime":795.358,"body":"examples of instances where data"},{"speaker":"Irza, AIBP","startTime":792.304,"endTime":795.358,"body":"has helped or can help in"},{"speaker":"Irza, AIBP","startTime":795.411,"endTime":798.36,"body":"generating actionable and"},{"speaker":"Irza, AIBP","startTime":795.411,"endTime":798.36,"body":"relevant insights for Petronas"},{"speaker":"Irza, AIBP","startTime":798.413,"endTime":798.94,"body":"as a firm?"},{"speaker":"Datin Habsah, PETRONAS","startTime":799.69,"endTime":802.9,"body":"Okay,"},{"speaker":"Datin Habsah, PETRONAS","startTime":799.69,"endTime":802.9,"body":"the principle of data is not"},{"speaker":"Datin Habsah, PETRONAS","startTime":802.9,"endTime":807.4,"body":"just numbers and statistics. In"},{"speaker":"Datin Habsah, PETRONAS","startTime":802.9,"endTime":807.4,"body":"fact, it is the driving force"},{"speaker":"Datin Habsah, PETRONAS","startTime":807.4,"endTime":811.69,"body":"that fuel our decision making"},{"speaker":"Datin Habsah, PETRONAS","startTime":807.4,"endTime":811.69,"body":"processes. Data provides that"},{"speaker":"Datin Habsah, PETRONAS","startTime":811.75,"endTime":816.1,"body":"foundation upon which we"},{"speaker":"Datin Habsah, PETRONAS","startTime":811.75,"endTime":816.1,"body":"navigate the complexity of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":816.1,"endTime":820.06,"body":"industry, driving business"},{"speaker":"Datin Habsah, PETRONAS","startTime":816.1,"endTime":820.06,"body":"performance, operational"},{"speaker":"Datin Habsah, PETRONAS","startTime":820.06,"endTime":824.47,"body":"efficiency and unlatch new"},{"speaker":"Datin Habsah, PETRONAS","startTime":820.06,"endTime":824.47,"body":"growth opportunity, you need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":824.71,"endTime":829.69,"body":"actually depends on the data for"},{"speaker":"Datin Habsah, PETRONAS","startTime":824.71,"endTime":829.69,"body":"you to download the insights and"},{"speaker":"Datin Habsah, PETRONAS","startTime":829.69,"endTime":833.83,"body":"for you to make the informed"},{"speaker":"Datin Habsah, PETRONAS","startTime":829.69,"endTime":833.83,"body":"decision making. I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":833.83,"endTime":837.31,"body":"the part that I think has been"},{"speaker":"Datin Habsah, PETRONAS","startTime":833.83,"endTime":837.31,"body":"needs to be a constant reminder"},{"speaker":"Datin Habsah, PETRONAS","startTime":837.31,"endTime":841.48,"body":"to everyone. So you imagine with"},{"speaker":"Datin Habsah, PETRONAS","startTime":837.31,"endTime":841.48,"body":"Petronas is such a very large"},{"speaker":"Datin Habsah, PETRONAS","startTime":841.48,"endTime":846.22,"body":"organization. So we have an"},{"speaker":"Datin Habsah, PETRONAS","startTime":841.48,"endTime":846.22,"body":"operations around more than 100"},{"speaker":"Datin Habsah, PETRONAS","startTime":846.22,"endTime":850.45,"body":"countries. We recognize the"},{"speaker":"Datin Habsah, PETRONAS","startTime":846.22,"endTime":850.45,"body":"importance of the data as our"},{"speaker":"Datin Habsah, PETRONAS","startTime":850.45,"endTime":856.12,"body":"strategic enabler so that we"},{"speaker":"Datin Habsah, PETRONAS","startTime":850.45,"endTime":856.12,"body":"want to become a data driven"},{"speaker":"Datin Habsah, PETRONAS","startTime":856.15,"endTime":860.62,"body":"organization. So one of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":856.15,"endTime":860.62,"body":"things that we did first thing"},{"speaker":"Datin Habsah, PETRONAS","startTime":860.62,"endTime":864.13,"body":"that we did, right, and I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":860.62,"endTime":864.13,"body":"I will need to qualify that we"},{"speaker":"Datin Habsah, PETRONAS","startTime":864.13,"endTime":868.09,"body":"did right, and I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":864.13,"endTime":868.09,"body":"most important, is how do we"},{"speaker":"Datin Habsah, PETRONAS","startTime":868.09,"endTime":871.93,"body":"double up and bring about the"},{"speaker":"Datin Habsah, PETRONAS","startTime":868.09,"endTime":871.93,"body":"data liberalization program,"},{"speaker":"Datin Habsah, PETRONAS","startTime":872.86,"endTime":878.14,"body":"because that's very important to"},{"speaker":"Datin Habsah, PETRONAS","startTime":872.86,"endTime":878.14,"body":"unlock the value of data is to"},{"speaker":"Datin Habsah, PETRONAS","startTime":878.17,"endTime":881.86,"body":"allow for the data to be shared,"},{"speaker":"Datin Habsah, PETRONAS","startTime":878.17,"endTime":881.86,"body":"and the fundamentals of that we"},{"speaker":"Datin Habsah, PETRONAS","startTime":881.86,"endTime":885.22,"body":"need the mechanism how you share"},{"speaker":"Datin Habsah, PETRONAS","startTime":881.86,"endTime":885.22,"body":"the data across and that's why"},{"speaker":"Datin Habsah, PETRONAS","startTime":885.22,"endTime":887.65,"body":"we formed that program. We call"},{"speaker":"Datin Habsah, PETRONAS","startTime":885.22,"endTime":887.65,"body":"it data liberalization"},{"speaker":"Datin Habsah, PETRONAS","startTime":887.65,"endTime":890.71,"body":"agreement, data liberalization"},{"speaker":"Datin Habsah, PETRONAS","startTime":887.65,"endTime":890.71,"body":"program. So the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":890.71,"endTime":896.44,"body":"liberalization program by its"},{"speaker":"Datin Habsah, PETRONAS","startTime":890.71,"endTime":896.44,"body":"principal, it ensures the"},{"speaker":"Datin Habsah, PETRONAS","startTime":896.44,"endTime":903.04,"body":"default accessibility from all"},{"speaker":"Datin Habsah, PETRONAS","startTime":896.44,"endTime":903.04,"body":"the data cross its subsidiaries"},{"speaker":"Datin Habsah, PETRONAS","startTime":903.04,"endTime":907.84,"body":"within Petronas to the Petronas"},{"speaker":"Datin Habsah, PETRONAS","startTime":903.04,"endTime":907.84,"body":"corporate. So one of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":907.84,"endTime":910.54,"body":"mechanism is we developed what"},{"speaker":"Datin Habsah, PETRONAS","startTime":907.84,"endTime":910.54,"body":"we call this group Data"},{"speaker":"Datin Habsah, PETRONAS","startTime":910.54,"endTime":915.91,"body":"Liberalization agreement. And we"},{"speaker":"Datin Habsah, PETRONAS","startTime":910.54,"endTime":915.91,"body":"executed that agreement with 227"},{"speaker":"Datin Habsah, PETRONAS","startTime":915.91,"endTime":919.33,"body":"subsidiaries around the world."},{"speaker":"Datin Habsah, PETRONAS","startTime":915.91,"endTime":919.33,"body":"And I think that's what's more"},{"speaker":"Datin Habsah, PETRONAS","startTime":919.33,"endTime":923.5,"body":"important is when we have, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":919.33,"endTime":923.5,"body":"call as a data liberalization"},{"speaker":"Datin Habsah, PETRONAS","startTime":923.5,"endTime":926.2,"body":"that we need to have a"},{"speaker":"Datin Habsah, PETRONAS","startTime":923.5,"endTime":926.2,"body":"mechanism, a platform how you"},{"speaker":"Datin Habsah, PETRONAS","startTime":926.2,"endTime":930.58,"body":"want to liberalize data. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":926.2,"endTime":930.58,"body":"then we actually set forth in"},{"speaker":"Datin Habsah, PETRONAS","startTime":930.58,"endTime":934.57,"body":"terms the development of"},{"speaker":"Datin Habsah, PETRONAS","startTime":930.58,"endTime":934.57,"body":"Enterprise Data Hub. Enterprise"},{"speaker":"Datin Habsah, PETRONAS","startTime":934.57,"endTime":938.14,"body":"Data Hub is actually our data"},{"speaker":"Datin Habsah, PETRONAS","startTime":934.57,"endTime":938.14,"body":"platform. It serves two"},{"speaker":"Datin Habsah, PETRONAS","startTime":938.14,"endTime":941.59,"body":"function. The first function is"},{"speaker":"Datin Habsah, PETRONAS","startTime":938.14,"endTime":941.59,"body":"for data liberalization across"},{"speaker":"Datin Habsah, PETRONAS","startTime":941.59,"endTime":945.58,"body":"Petronas, the second it actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":941.59,"endTime":945.58,"body":"function as the advanced"},{"speaker":"Datin Habsah, PETRONAS","startTime":945.58,"endTime":950.56,"body":"analytics platform. And with"},{"speaker":"Datin Habsah, PETRONAS","startTime":945.58,"endTime":950.56,"body":"that, also, because EDH is part"},{"speaker":"Datin Habsah, PETRONAS","startTime":950.56,"endTime":955.18,"body":"of our data factory, we need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":950.56,"endTime":955.18,"body":"actually also develop the right"},{"speaker":"Datin Habsah, PETRONAS","startTime":955.18,"endTime":958.87,"body":"data marketplace facilities for"},{"speaker":"Datin Habsah, PETRONAS","startTime":955.18,"endTime":958.87,"body":"the users. And that's where we"},{"speaker":"Datin Habsah, PETRONAS","startTime":958.87,"endTime":963.82,"body":"give birth to our data plus, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":958.87,"endTime":963.82,"body":"to your questions, whether we"},{"speaker":"Datin Habsah, PETRONAS","startTime":963.82,"endTime":968.35,"body":"talk about, you know, how do we"},{"speaker":"Datin Habsah, PETRONAS","startTime":963.82,"endTime":968.35,"body":"ensure that the most important"},{"speaker":"Datin Habsah, PETRONAS","startTime":968.35,"endTime":973.06,"body":"things about building this whole"},{"speaker":"Datin Habsah, PETRONAS","startTime":968.35,"endTime":973.06,"body":"data platform and data plus is"},{"speaker":"Datin Habsah, PETRONAS","startTime":973.06,"endTime":976.12,"body":"not just about the cutting edge"},{"speaker":"Datin Habsah, PETRONAS","startTime":973.06,"endTime":976.12,"body":"technology, but I think what's"},{"speaker":"Datin Habsah, PETRONAS","startTime":976.12,"endTime":978.91,"body":"more important is the"},{"speaker":"Datin Habsah, PETRONAS","startTime":976.12,"endTime":978.91,"body":"fundamentals of the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":978.91,"endTime":982.39,"body":"governance and practices,"},{"speaker":"Datin Habsah, PETRONAS","startTime":978.91,"endTime":982.39,"body":"because when we design, we need"},{"speaker":"Datin Habsah, PETRONAS","startTime":982.39,"endTime":987.01,"body":"to design it right. And I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":982.39,"endTime":987.01,"body":"that's where we anchor upon in"},{"speaker":"Datin Habsah, PETRONAS","startTime":987.01,"endTime":994.15,"body":"the way we manage our Enterprise"},{"speaker":"Datin Habsah, PETRONAS","startTime":987.01,"endTime":994.15,"body":"Data Hub development. I don't"},{"speaker":"Datin Habsah, PETRONAS","startTime":994.15,"endTime":996.04,"body":"know whether I answer you not."},{"speaker":"Irza Suprapto","startTime":997.93,"endTime":1002.07,"body":"You have the I"},{"speaker":"Irza Suprapto","startTime":997.93,"endTime":1002.07,"body":"think I'd like to, you mentioned"},{"speaker":"Irza Suprapto","startTime":1002.07,"endTime":1005.61,"body":"the design of the for example,"},{"speaker":"Irza Suprapto","startTime":1002.07,"endTime":1005.61,"body":"the platform or the ecosystem."},{"speaker":"Irza Suprapto","startTime":1005.82,"endTime":1008.07,"body":"You also mentioned I'd like to"},{"speaker":"Irza Suprapto","startTime":1005.82,"endTime":1008.07,"body":"just connect the dots with what"},{"speaker":"Irza Suprapto","startTime":1008.07,"endTime":1010.59,"body":"you mentioned earlier with"},{"speaker":"Irza Suprapto","startTime":1008.07,"endTime":1010.59,"body":"regard to you know, you had to"},{"speaker":"Irza Suprapto","startTime":1010.59,"endTime":1014.01,"body":"design the digital"},{"speaker":"Irza Suprapto","startTime":1010.59,"endTime":1014.01,"body":"transformation team within"},{"speaker":"Irza Suprapto","startTime":1014.13,"endTime":1017.94,"body":"Petronas. So I think this is the"},{"speaker":"Irza Suprapto","startTime":1014.13,"endTime":1017.94,"body":"problem a lot of Southeast Asian"},{"speaker":"Irza Suprapto","startTime":1017.94,"endTime":1020.55,"body":"enterprises face whether you're"},{"speaker":"Irza Suprapto","startTime":1017.94,"endTime":1020.55,"body":"a large enterprise or you're"},{"speaker":"Irza Suprapto","startTime":1020.55,"endTime":1024.96,"body":"you're a small medium enterprise"},{"speaker":"Irza Suprapto","startTime":1020.55,"endTime":1024.96,"body":"in this part of the world. How"},{"speaker":"Irza Suprapto","startTime":1024.99,"endTime":1028.05,"body":"does the designing process work?"},{"speaker":"Irza Suprapto","startTime":1024.99,"endTime":1028.05,"body":"And how do you come up with,"},{"speaker":"Irza Suprapto","startTime":1028.05,"endTime":1031.2,"body":"say, an MVP for this enterprise"},{"speaker":"Irza Suprapto","startTime":1028.05,"endTime":1031.2,"body":"data?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1032.31,"endTime":1035.52,"body":"Okay, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1032.31,"endTime":1035.52,"body":"before I go into in zoom for the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1035.52,"endTime":1040.59,"body":"MVP for enterprise data, let's,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1035.52,"endTime":1040.59,"body":"let's look about what this was"},{"speaker":"Datin Habsah, PETRONAS","startTime":1040.59,"endTime":1043.11,"body":"that the what they call it data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1040.59,"endTime":1043.11,"body":"transformation looks like, okay,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1043.11,"endTime":1048.69,"body":"I think for me, right? I work on"},{"speaker":"Datin Habsah, PETRONAS","startTime":1043.11,"endTime":1048.69,"body":"the basis, I am that big picture"},{"speaker":"Datin Habsah, PETRONAS","startTime":1048.69,"endTime":1052.74,"body":"person. And as a big picture"},{"speaker":"Datin Habsah, PETRONAS","startTime":1048.69,"endTime":1052.74,"body":"person, what's important to me"},{"speaker":"Datin Habsah, PETRONAS","startTime":1052.74,"endTime":1057.81,"body":"is what's my end state looks"},{"speaker":"Datin Habsah, PETRONAS","startTime":1052.74,"endTime":1057.81,"body":"like? What am I free? What am I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1058.65,"endTime":1061.11,"body":"making this equivalent? What"},{"speaker":"Datin Habsah, PETRONAS","startTime":1058.65,"endTime":1061.11,"body":"does this transformation looks"},{"speaker":"Datin Habsah, PETRONAS","startTime":1061.11,"endTime":1065.16,"body":"like for the company? Right? So"},{"speaker":"Datin Habsah, PETRONAS","startTime":1061.11,"endTime":1065.16,"body":"what I spend the first time when"},{"speaker":"Datin Habsah, PETRONAS","startTime":1065.16,"endTime":1070.98,"body":"I came into, you know, my"},{"speaker":"Datin Habsah, PETRONAS","startTime":1065.16,"endTime":1070.98,"body":"position is understanding and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1070.98,"endTime":1074.52,"body":"picture that I had in mind. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":1070.98,"endTime":1074.52,"body":"that's the part where we develop"},{"speaker":"Datin Habsah, PETRONAS","startTime":1074.91,"endTime":1079.2,"body":"the so called our data strategy,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1074.91,"endTime":1079.2,"body":"but the data strategy cover a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1079.2,"endTime":1082.8,"body":"little bit later, when we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1079.2,"endTime":1082.8,"body":"actually finalize our data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1082.8,"endTime":1088.65,"body":"roadmap, because the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1082.8,"endTime":1088.65,"body":"roadmap actually emphasize and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1088.65,"endTime":1094.17,"body":"prioritize what will be the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1088.65,"endTime":1094.17,"body":"enabling success enabling"},{"speaker":"Datin Habsah, PETRONAS","startTime":1094.17,"endTime":1097.8,"body":"foundational blocks that we need"},{"speaker":"Datin Habsah, PETRONAS","startTime":1094.17,"endTime":1097.8,"body":"to make it right, we need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1097.8,"endTime":1101.94,"body":"design it right. And we need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1097.8,"endTime":1101.94,"body":"operate it right. So that was"},{"speaker":"Datin Habsah, PETRONAS","startTime":1101.94,"endTime":1105.15,"body":"the first starting point. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":1101.94,"endTime":1105.15,"body":"started with the roadmap,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1105.18,"endTime":1109.71,"body":"defining the strategy and so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1105.18,"endTime":1109.71,"body":"forth. The second thing is, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1109.71,"endTime":1113.1,"body":"want to make sure that we have"},{"speaker":"Datin Habsah, PETRONAS","startTime":1109.71,"endTime":1113.1,"body":"the right data framework. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":1113.1,"endTime":1117.42,"body":"that is on the component of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1113.1,"endTime":1117.42,"body":"data governance, so the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1117.42,"endTime":1121.02,"body":"governance piece is very"},{"speaker":"Datin Habsah, PETRONAS","startTime":1117.42,"endTime":1121.02,"body":"important to me, because it's at"},{"speaker":"Datin Habsah, PETRONAS","startTime":1121.02,"endTime":1125.76,"body":"first in terms of new practices,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1121.02,"endTime":1125.76,"body":"in terms of new thinking,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1125.85,"endTime":1131.13,"body":"because governance in most cases"},{"speaker":"Datin Habsah, PETRONAS","startTime":1125.85,"endTime":1131.13,"body":"is being seen as strictly on the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1131.13,"endTime":1135.09,"body":"context of control. It is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1131.13,"endTime":1135.09,"body":"strictly on the context of risk"},{"speaker":"Datin Habsah, PETRONAS","startTime":1135.12,"endTime":1138.93,"body":"averse. But here we are, we want"},{"speaker":"Datin Habsah, PETRONAS","startTime":1135.12,"endTime":1138.93,"body":"to liberalize the data, right?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1139.17,"endTime":1142.8,"body":"So how do we strike a balance"},{"speaker":"Datin Habsah, PETRONAS","startTime":1139.17,"endTime":1142.8,"body":"between the liberalisation as"},{"speaker":"Datin Habsah, PETRONAS","startTime":1142.8,"endTime":1146.25,"body":"well as direct control? So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1142.8,"endTime":1146.25,"body":"think we need to find that sweet"},{"speaker":"Datin Habsah, PETRONAS","startTime":1146.25,"endTime":1149.43,"body":"spot. So when we when I anchor"},{"speaker":"Datin Habsah, PETRONAS","startTime":1146.25,"endTime":1149.43,"body":"and look at all this whole"},{"speaker":"Datin Habsah, PETRONAS","startTime":1149.43,"endTime":1152.97,"body":"governance is to make sure that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1149.43,"endTime":1152.97,"body":"we have that sweet spot. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1152.97,"endTime":1157.14,"body":"then when we talk about the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1152.97,"endTime":1157.14,"body":"liberalizations analytics as"},{"speaker":"Datin Habsah, PETRONAS","startTime":1157.17,"endTime":1160.11,"body":"bringing the value from the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1157.17,"endTime":1160.11,"body":"enterprise data, how we started"},{"speaker":"Datin Habsah, PETRONAS","startTime":1160.11,"endTime":1164.49,"body":"with the MVP, when the we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1160.11,"endTime":1164.49,"body":"started with the MVP at the same"},{"speaker":"Datin Habsah, PETRONAS","startTime":1164.49,"endTime":1169.56,"body":"window, we also have a few of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1164.49,"endTime":1169.56,"body":"technogy digital projects. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":1169.59,"endTime":1173.34,"body":"when we started, the MVP was"},{"speaker":"Datin Habsah, PETRONAS","startTime":1169.59,"endTime":1173.34,"body":"more about building the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1173.34,"endTime":1177.84,"body":"pipeline ingestion, and be able"},{"speaker":"Datin Habsah, PETRONAS","startTime":1173.34,"endTime":1177.84,"body":"to serve it to our technology to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1177.84,"endTime":1182.91,"body":"project but we have the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1177.84,"endTime":1182.91,"body":"understanding, what exactly"},{"speaker":"Datin Habsah, PETRONAS","startTime":1182.91,"endTime":1187.74,"body":"would be the requirements of any"},{"speaker":"Datin Habsah, PETRONAS","startTime":1182.91,"endTime":1187.74,"body":"technology digital projects in"},{"speaker":"Datin Habsah, PETRONAS","startTime":1187.74,"endTime":1193.26,"body":"the future, and that we studied,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1187.74,"endTime":1193.26,"body":"and we actually concluded and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1193.26,"endTime":1199.14,"body":"finalized, close to 22"},{"speaker":"Datin Habsah, PETRONAS","startTime":1193.26,"endTime":1199.14,"body":"technology stacks within EDH and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1199.17,"endTime":1203.46,"body":"EDH to full completion, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1199.17,"endTime":1203.46,"body":"actually took three years, three"},{"speaker":"Datin Habsah, PETRONAS","startTime":1203.46,"endTime":1207.33,"body":"years to build, and three years"},{"speaker":"Datin Habsah, PETRONAS","startTime":1203.46,"endTime":1207.33,"body":"to operate. So during these"},{"speaker":"Datin Habsah, PETRONAS","startTime":1207.33,"endTime":1211.8,"body":"three years with many technogy"},{"speaker":"Datin Habsah, PETRONAS","startTime":1207.33,"endTime":1211.8,"body":"digital projects, and use cases"},{"speaker":"Datin Habsah, PETRONAS","startTime":1211.8,"endTime":1216.51,"body":"come in the picture, that's also"},{"speaker":"Datin Habsah, PETRONAS","startTime":1211.8,"endTime":1216.51,"body":"giving us the opportunity to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1216.57,"endTime":1222.63,"body":"test the design and to test the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1216.57,"endTime":1222.63,"body":"outcome of enterprise data. So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1222.63,"endTime":1226.83,"body":"think if I think we have even"},{"speaker":"Datin Habsah, PETRONAS","startTime":1222.63,"endTime":1226.83,"body":"had a conversation we got no, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1226.86,"endTime":1231.39,"body":"asked, How long does our you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1226.86,"endTime":1231.39,"body":"know, our the bill of EDH,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1231.39,"endTime":1235.98,"body":"similar, EDH will take place in"},{"speaker":"Datin Habsah, PETRONAS","startTime":1231.39,"endTime":1235.98,"body":"many company, the Gartner"},{"speaker":"Datin Habsah, PETRONAS","startTime":1235.98,"endTime":1239.67,"body":"actually came is within you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1235.98,"endTime":1239.67,"body":"know, five to 10 years is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1239.67,"endTime":1243.33,"body":"depending but we did it within"},{"speaker":"Datin Habsah, PETRONAS","startTime":1239.67,"endTime":1243.33,"body":"three years. And I think Irza,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1243.63,"endTime":1249.48,"body":"is nothing short of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1243.63,"endTime":1249.48,"body":"concentration, passion, and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1249.48,"endTime":1254.25,"body":"discipline. Because I think, you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1249.48,"endTime":1254.25,"body":"know, I've been having cadence,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1254.25,"endTime":1261.27,"body":"a daily cadence for many, many"},{"speaker":"Datin Habsah, PETRONAS","startTime":1254.25,"endTime":1261.27,"body":"years, as early as 8:30. You"},{"speaker":"Datin Habsah, PETRONAS","startTime":1261.27,"endTime":1264.87,"body":"know, so that's how the so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1261.27,"endTime":1264.87,"body":"called intensity that I've"},{"speaker":"Datin Habsah, PETRONAS","startTime":1264.87,"endTime":1269.34,"body":"worked to make sure that we be"},{"speaker":"Datin Habsah, PETRONAS","startTime":1264.87,"endTime":1269.34,"body":"able to see the pace, we'll be"},{"speaker":"Datin Habsah, PETRONAS","startTime":1269.34,"endTime":1273.69,"body":"able to solve whatever the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1269.34,"endTime":1273.69,"body":"issues that we face. And I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":1273.69,"endTime":1277.26,"body":"that's important, because if we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1273.69,"endTime":1277.26,"body":"wanted to make sure there's a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1277.26,"endTime":1281.07,"body":"success, I think, as a role"},{"speaker":"Datin Habsah, PETRONAS","startTime":1277.26,"endTime":1281.07,"body":"model, as a leader, we need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1281.07,"endTime":1287.67,"body":"understand where do we go deep?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1281.07,"endTime":1287.67,"body":"And where do we empowe? The"},{"speaker":"Datin Habsah, PETRONAS","startTime":1287.67,"endTime":1291.36,"body":"empowerment is very important,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1287.67,"endTime":1291.36,"body":"because that allows for the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1291.39,"endTime":1294.9,"body":"organization, the team to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1291.39,"endTime":1294.9,"body":"actually start to actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1294.9,"endTime":1297.99,"body":"discover new things, and they"},{"speaker":"Datin Habsah, PETRONAS","startTime":1294.9,"endTime":1297.99,"body":"need to problem solve, they need"},{"speaker":"Datin Habsah, PETRONAS","startTime":1297.99,"endTime":1301.47,"body":"to conceptualize that's very"},{"speaker":"Datin Habsah, PETRONAS","startTime":1297.99,"endTime":1301.47,"body":"important. But it's also very"},{"speaker":"Datin Habsah, PETRONAS","startTime":1301.47,"endTime":1304.23,"body":"important for the leader to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1301.47,"endTime":1304.23,"body":"actually provide the right"},{"speaker":"Datin Habsah, PETRONAS","startTime":1304.23,"endTime":1308.55,"body":"steer. Because, you know, I'm"},{"speaker":"Datin Habsah, PETRONAS","startTime":1304.23,"endTime":1308.55,"body":"saying that we're not sure of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1308.55,"endTime":1312.42,"body":"challenges, but with the right"},{"speaker":"Datin Habsah, PETRONAS","startTime":1308.55,"endTime":1312.42,"body":"steer, we'll be able to focus"},{"speaker":"Datin Habsah, PETRONAS","startTime":1312.42,"endTime":1317.25,"body":"was very important for the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1312.42,"endTime":1317.25,"body":"organization. Yeah, I mean, not"},{"speaker":"Datin Habsah, PETRONAS","startTime":1317.25,"endTime":1319.68,"body":"not project is short of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1317.25,"endTime":1319.68,"body":"challenges, right. Everyone"},{"speaker":"Datin Habsah, PETRONAS","startTime":1319.68,"endTime":1320.19,"body":"knows that."},{"speaker":"Irza Suprapto","startTime":1320.49,"endTime":1322.35,"body":"Exactly. And to"},{"speaker":"Irza Suprapto","startTime":1320.49,"endTime":1322.35,"body":"do it and the time that you did,"},{"speaker":"Irza Suprapto","startTime":1322.35,"endTime":1324.9,"body":"I think that's something quite"},{"speaker":"Irza Suprapto","startTime":1322.35,"endTime":1324.9,"body":"amazing. You mentioned earlier"},{"speaker":"Irza Suprapto","startTime":1324.9,"endTime":1327.99,"body":"that culture had internal"},{"speaker":"Irza Suprapto","startTime":1324.9,"endTime":1327.99,"body":"culture hack the 50,000 people"},{"speaker":"Irza Suprapto","startTime":1327.99,"endTime":1332.79,"body":"at Petronas, I'm sure you've got"},{"speaker":"Irza Suprapto","startTime":1327.99,"endTime":1332.79,"body":"support from both people, the"},{"speaker":"Irza Suprapto","startTime":1332.79,"endTime":1335.55,"body":"management as well as the people"},{"speaker":"Irza Suprapto","startTime":1332.79,"endTime":1335.55,"body":"involved in the project. But you"},{"speaker":"Irza Suprapto","startTime":1335.55,"endTime":1338.76,"body":"also mentioned working with over"},{"speaker":"Irza Suprapto","startTime":1335.55,"endTime":1338.76,"body":"20 different technology stacks."},{"speaker":"Irza Suprapto","startTime":1338.79,"endTime":1342.3,"body":"And for a company like Petronas,"},{"speaker":"Irza Suprapto","startTime":1338.79,"endTime":1342.3,"body":"I'm sure you have a lot of ideas"},{"speaker":"Irza Suprapto","startTime":1342.33,"endTime":1344.76,"body":"around or you have a lot of"},{"speaker":"Irza Suprapto","startTime":1342.33,"endTime":1344.76,"body":"legacy systems that currently"},{"speaker":"Irza Suprapto","startTime":1344.76,"endTime":1348.63,"body":"exists or existed when you took"},{"speaker":"Irza Suprapto","startTime":1344.76,"endTime":1348.63,"body":"on the role vs the new"},{"speaker":"Irza Suprapto","startTime":1348.63,"endTime":1351.45,"body":"technology that's coming up."},{"speaker":"Irza Suprapto","startTime":1348.63,"endTime":1351.45,"body":"Every year we see not every year"},{"speaker":"Irza Suprapto","startTime":1351.45,"endTime":1353.91,"body":"almost every day, we see new"},{"speaker":"Irza Suprapto","startTime":1351.45,"endTime":1353.91,"body":"technology that's being"},{"speaker":"Irza Suprapto","startTime":1353.97,"endTime":1356.94,"body":"enterprise technology that's"},{"speaker":"Irza Suprapto","startTime":1353.97,"endTime":1356.94,"body":"being used. How do you how do"},{"speaker":"Irza Suprapto","startTime":1356.94,"endTime":1359.7,"body":"you empower your team, for"},{"speaker":"Irza Suprapto","startTime":1356.94,"endTime":1359.7,"body":"example, internally or yourself?"},{"speaker":"Irza Suprapto","startTime":1359.7,"endTime":1363.54,"body":"How do you work with external"},{"speaker":"Irza Suprapto","startTime":1359.7,"endTime":1363.54,"body":"vendors? How do you evaluate"},{"speaker":"Irza Suprapto","startTime":1363.54,"endTime":1366.78,"body":"them? How do you look at what's"},{"speaker":"Irza Suprapto","startTime":1363.54,"endTime":1366.78,"body":"most relevant for you to"},{"speaker":"Irza Suprapto","startTime":1366.81,"endTime":1368.79,"body":"actually spend your resources"},{"speaker":"Irza Suprapto","startTime":1366.81,"endTime":1368.79,"body":"on?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1369.69,"endTime":1372.15,"body":"Okay, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1369.69,"endTime":1372.15,"body":"I think there's two parts to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1372.15,"endTime":1376.2,"body":"this right. When we build"},{"speaker":"Datin Habsah, PETRONAS","startTime":1372.15,"endTime":1376.2,"body":"enterprise data hub, it was"},{"speaker":"Datin Habsah, PETRONAS","startTime":1376.2,"endTime":1379.98,"body":"totally built a new data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1376.2,"endTime":1379.98,"body":"platform. And it serves to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1379.98,"endTime":1383.07,"body":"function the data liberalisation"},{"speaker":"Datin Habsah, PETRONAS","startTime":1379.98,"endTime":1383.07,"body":"as well as the analytics"},{"speaker":"Datin Habsah, PETRONAS","startTime":1383.07,"endTime":1386.16,"body":"platform. But at the same time,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1383.07,"endTime":1386.16,"body":"there's many other data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1386.16,"endTime":1390.6,"body":"platforms in Petronas, a service"},{"speaker":"Datin Habsah, PETRONAS","startTime":1386.16,"endTime":1390.6,"body":"on function where it has its own"},{"speaker":"Datin Habsah, PETRONAS","startTime":1390.63,"endTime":1395.16,"body":"operations, you know, operation"},{"speaker":"Datin Habsah, PETRONAS","startTime":1390.63,"endTime":1395.16,"body":"or processing related, or it"},{"speaker":"Datin Habsah, PETRONAS","startTime":1395.16,"endTime":1400.8,"body":"could also even serve domains, a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1395.16,"endTime":1400.8,"body":"single domain specific for even"},{"speaker":"Datin Habsah, PETRONAS","startTime":1400.8,"endTime":1405.0,"body":"for analytics to different with"},{"speaker":"Datin Habsah, PETRONAS","startTime":1400.8,"endTime":1405.0,"body":"EDH it is intended for across"},{"speaker":"Datin Habsah, PETRONAS","startTime":1405.0,"endTime":1408.48,"body":"analytics. So those are the two"},{"speaker":"Datin Habsah, PETRONAS","startTime":1405.0,"endTime":1408.48,"body":"different things. Now, when we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1408.48,"endTime":1413.22,"body":"take a look at how we want to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1408.48,"endTime":1413.22,"body":"build EDH our mind is designing"},{"speaker":"Datin Habsah, PETRONAS","startTime":1413.22,"endTime":1417.51,"body":"it, right, designing it right"},{"speaker":"Datin Habsah, PETRONAS","startTime":1413.22,"endTime":1417.51,"body":"from the framework of data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1417.51,"endTime":1421.38,"body":"governance, that's the first"},{"speaker":"Datin Habsah, PETRONAS","startTime":1417.51,"endTime":1421.38,"body":"thing we need to understand. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1421.38,"endTime":1425.34,"body":"once you understand that, then"},{"speaker":"Datin Habsah, PETRONAS","startTime":1421.38,"endTime":1425.34,"body":"we go into the technology"},{"speaker":"Datin Habsah, PETRONAS","startTime":1425.34,"endTime":1429.48,"body":"strategy. Okay, one thing just"},{"speaker":"Datin Habsah, PETRONAS","startTime":1425.34,"endTime":1429.48,"body":"to give you a perspective, for"},{"speaker":"Datin Habsah, PETRONAS","startTime":1429.48,"endTime":1433.44,"body":"EDH running on dual cloud"},{"speaker":"Datin Habsah, PETRONAS","startTime":1429.48,"endTime":1433.44,"body":"environment. In a dual cloud"},{"speaker":"Datin Habsah, PETRONAS","startTime":1433.44,"endTime":1437.25,"body":"environment, the first thing we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1433.44,"endTime":1437.25,"body":"need to understand we need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1437.25,"endTime":1440.82,"body":"decide which of the cloud will"},{"speaker":"Datin Habsah, PETRONAS","startTime":1437.25,"endTime":1440.82,"body":"provide a become our central"},{"speaker":"Datin Habsah, PETRONAS","startTime":1440.82,"endTime":1445.8,"body":"kitchen. And from that, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1440.82,"endTime":1445.8,"body":"depict that, okay, now, because"},{"speaker":"Datin Habsah, PETRONAS","startTime":1445.8,"endTime":1448.89,"body":"of the central kitchen, we want"},{"speaker":"Datin Habsah, PETRONAS","startTime":1445.8,"endTime":1448.89,"body":"to make sure that the technology"},{"speaker":"Datin Habsah, PETRONAS","startTime":1448.92,"endTime":1452.37,"body":"are native to the cloud"},{"speaker":"Datin Habsah, PETRONAS","startTime":1448.92,"endTime":1452.37,"body":"provided, I mean, that's one of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1452.37,"endTime":1456.42,"body":"the strategy that we did. But I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1452.37,"endTime":1456.42,"body":"think at the end of the day, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1456.42,"endTime":1459.66,"body":"also want to bring also the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1456.42,"endTime":1459.66,"body":"other technology that can bring"},{"speaker":"Datin Habsah, PETRONAS","startTime":1459.66,"endTime":1463.32,"body":"pace, especially when we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1459.66,"endTime":1463.32,"body":"actually processing a lot of big"},{"speaker":"Datin Habsah, PETRONAS","startTime":1463.32,"endTime":1466.5,"body":"data. Because in PETRONAS we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1463.32,"endTime":1466.5,"body":"have lots of data right and some"},{"speaker":"Datin Habsah, PETRONAS","startTime":1466.5,"endTime":1470.34,"body":"of the data are actually comes"},{"speaker":"Datin Habsah, PETRONAS","startTime":1466.5,"endTime":1470.34,"body":"in seconds and minutes. So we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1470.34,"endTime":1473.16,"body":"need to bring the right"},{"speaker":"Datin Habsah, PETRONAS","startTime":1470.34,"endTime":1473.16,"body":"technology stacks and the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1473.19,"endTime":1477.27,"body":"technology stacks that we bring,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1473.19,"endTime":1477.27,"body":"we go through what we call as"},{"speaker":"Datin Habsah, PETRONAS","startTime":1477.48,"endTime":1482.4,"body":"technology evaluations, TEV"},{"speaker":"Datin Habsah, PETRONAS","startTime":1477.48,"endTime":1482.4,"body":"process that will be has its own"},{"speaker":"Datin Habsah, PETRONAS","startTime":1482.4,"endTime":1486.75,"body":"processes, it gets deliberated"},{"speaker":"Datin Habsah, PETRONAS","startTime":1482.4,"endTime":1486.75,"body":"and so forth. And once that has"},{"speaker":"Datin Habsah, PETRONAS","startTime":1486.75,"endTime":1493.74,"body":"been decided, we work with the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1486.75,"endTime":1493.74,"body":"vendor as a partner to me. I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1493.74,"endTime":1497.88,"body":"don't see vendor has vendor i"},{"speaker":"Datin Habsah, PETRONAS","startTime":1493.74,"endTime":1497.88,"body":"see vendor as a partner because"},{"speaker":"Datin Habsah, PETRONAS","startTime":1498.51,"endTime":1501.72,"body":"they have to share the same"},{"speaker":"Datin Habsah, PETRONAS","startTime":1498.51,"endTime":1501.72,"body":"success as what we envision for"},{"speaker":"Datin Habsah, PETRONAS","startTime":1501.72,"endTime":1504.93,"body":"PETRONAS, I think that's one"},{"speaker":"Datin Habsah, PETRONAS","startTime":1501.72,"endTime":1504.93,"body":"most important thing from a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1504.93,"endTime":1509.43,"body":"relationship building. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1504.93,"endTime":1509.43,"body":"think what I feel that I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1509.43,"endTime":1512.13,"body":"appreciate, and I, my"},{"speaker":"Datin Habsah, PETRONAS","startTime":1509.43,"endTime":1512.13,"body":"appreciation to the so called my"},{"speaker":"Datin Habsah, PETRONAS","startTime":1512.13,"endTime":1518.07,"body":"partner, is when they see the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1512.13,"endTime":1518.07,"body":"amplitude that we wanted. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1518.07,"endTime":1522.48,"body":"then if we found any blockages,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1518.07,"endTime":1522.48,"body":"they come together with us and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1522.48,"endTime":1527.28,"body":"solve it together. You know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1522.48,"endTime":1527.28,"body":"since it's no longer about, you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1527.28,"endTime":1532.08,"body":"know, I will solve it upon your"},{"speaker":"Datin Habsah, PETRONAS","startTime":1527.28,"endTime":1532.08,"body":"request, or what do you want? Do"},{"speaker":"Datin Habsah, PETRONAS","startTime":1532.08,"endTime":1534.81,"body":"you know what you want? You"},{"speaker":"Datin Habsah, PETRONAS","startTime":1532.08,"endTime":1534.81,"body":"know, sometimes, right? We, we,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1535.17,"endTime":1538.11,"body":"maybe it's either too many"},{"speaker":"Datin Habsah, PETRONAS","startTime":1535.17,"endTime":1538.11,"body":"options, or we didn't have many"},{"speaker":"Datin Habsah, PETRONAS","startTime":1538.11,"endTime":1541.17,"body":"options, you know, these are the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1538.11,"endTime":1541.17,"body":"two things. So it's good to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1541.17,"endTime":1546.03,"body":"actually bring the partnership"},{"speaker":"Datin Habsah, PETRONAS","startTime":1541.17,"endTime":1546.03,"body":"into what we call both success"},{"speaker":"Datin Habsah, PETRONAS","startTime":1546.15,"endTime":1550.62,"body":"is a common success for both"},{"speaker":"Datin Habsah, PETRONAS","startTime":1546.15,"endTime":1550.62,"body":"companies. So I do appreciate"},{"speaker":"Datin Habsah, PETRONAS","startTime":1550.62,"endTime":1554.13,"body":"that that kind of relationship"},{"speaker":"Datin Habsah, PETRONAS","startTime":1550.62,"endTime":1554.13,"body":"with my partners. I don't want"},{"speaker":"Datin Habsah, PETRONAS","startTime":1554.13,"endTime":1556.32,"body":"to call vendor even though it's"},{"speaker":"Datin Habsah, PETRONAS","startTime":1554.13,"endTime":1556.32,"body":"vendor, but I just feel that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1556.32,"endTime":1557.64,"body":"partner will be best suited."},{"speaker":"Irza, AIBP","startTime":1558.0,"endTime":1558.3,"body":"Yeah."},{"speaker":"Datin Habsah, PETRONAS","startTime":1558.66,"endTime":1560.958,"body":"Company."},{"speaker":"Datin Habsah, PETRONAS","startTime":1558.66,"endTime":1560.958,"body":"Yeah. For a company that share"},{"speaker":"Datin Habsah, PETRONAS","startTime":1561.017,"endTime":1563.61,"body":"the same sentiment of success"},{"speaker":"Datin Habsah, PETRONAS","startTime":1561.017,"endTime":1563.61,"body":"with Petronas."},{"speaker":"Irza, AIBP","startTime":1563.67,"endTime":1567.0,"body":"So the shared"},{"speaker":"Irza, AIBP","startTime":1563.67,"endTime":1567.0,"body":"ownership by the partners slash"},{"speaker":"Irza, AIBP","startTime":1567.0,"endTime":1571.05,"body":"backdoors in your program,"},{"speaker":"Irza, AIBP","startTime":1567.0,"endTime":1571.05,"body":"right, nicely put us. Yes. And"},{"speaker":"Irza, AIBP","startTime":1571.05,"endTime":1573.57,"body":"let's talk about I mean, you've"},{"speaker":"Irza, AIBP","startTime":1571.05,"endTime":1573.57,"body":"done a lot of work around this"},{"speaker":"Irza, AIBP","startTime":1573.69,"endTime":1577.14,"body":"EDH to enterprise data hub as"},{"speaker":"Irza, AIBP","startTime":1573.69,"endTime":1577.14,"body":"well as data plus, can you give"},{"speaker":"Irza, AIBP","startTime":1577.14,"endTime":1580.23,"body":"us some use cases about how it's"},{"speaker":"Irza, AIBP","startTime":1577.14,"endTime":1580.23,"body":"being used today within"},{"speaker":"Irza, AIBP","startTime":1580.23,"endTime":1580.92,"body":"Petronas?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1581.25,"endTime":1583.65,"body":"Okay, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1581.25,"endTime":1583.65,"body":"think there's a lot of use"},{"speaker":"Datin Habsah, PETRONAS","startTime":1583.72,"endTime":1588.026,"body":"cases. But I think maybe one of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1583.72,"endTime":1588.026,"body":"the contexts in us one of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1588.097,"endTime":1592.332,"body":"one of them, where they call it"},{"speaker":"Datin Habsah, PETRONAS","startTime":1588.097,"endTime":1592.332,"body":"our business division in the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1592.403,"endTime":1596.073,"body":"downstream it has many"},{"speaker":"Datin Habsah, PETRONAS","startTime":1592.403,"endTime":1596.073,"body":"companies. And I think what's"},{"speaker":"Datin Habsah, PETRONAS","startTime":1596.144,"endTime":1600.379,"body":"more important as the Senior"},{"speaker":"Datin Habsah, PETRONAS","startTime":1596.144,"endTime":1600.379,"body":"Vice President of the business,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1600.45,"endTime":1604.332,"body":"he wanted to make sure how he"},{"speaker":"Datin Habsah, PETRONAS","startTime":1600.45,"endTime":1604.332,"body":"gets the real data update"},{"speaker":"Datin Habsah, PETRONAS","startTime":1604.403,"endTime":1608.92,"body":"informations on the performance"},{"speaker":"Datin Habsah, PETRONAS","startTime":1604.403,"endTime":1608.92,"body":"of each of the companies, right."},{"speaker":"Datin Habsah, PETRONAS","startTime":1608.991,"endTime":1612.803,"body":"And this is where they give"},{"speaker":"Datin Habsah, PETRONAS","startTime":1608.991,"endTime":1612.803,"body":"birth to what we call as a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1612.873,"endTime":1616.262,"body":"project we call a pivot"},{"speaker":"Datin Habsah, PETRONAS","startTime":1612.873,"endTime":1616.262,"body":"descriptive analytics is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1616.332,"endTime":1620.073,"body":"actually is a monitoring"},{"speaker":"Datin Habsah, PETRONAS","startTime":1616.332,"endTime":1620.073,"body":"dashboard. As simple as that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1620.144,"endTime":1624.238,"body":"because people are the first"},{"speaker":"Datin Habsah, PETRONAS","startTime":1620.144,"endTime":1624.238,"body":"thing that we on boarded into"},{"speaker":"Datin Habsah, PETRONAS","startTime":1624.309,"endTime":1628.756,"body":"EDH. And the reason why I wanted"},{"speaker":"Datin Habsah, PETRONAS","startTime":1624.309,"endTime":1628.756,"body":"to take that as the use cases."},{"speaker":"Datin Habsah, PETRONAS","startTime":1628.826,"endTime":1633.203,"body":"So it allows for all the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1628.826,"endTime":1633.203,"body":"comes from all the OPU. And with"},{"speaker":"Datin Habsah, PETRONAS","startTime":1633.274,"endTime":1637.721,"body":"that, each of the OPU, the CEO,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1633.274,"endTime":1637.721,"body":"the, as well as the Senior Vice"},{"speaker":"Datin Habsah, PETRONAS","startTime":1637.791,"endTime":1641.179,"body":"President of the business"},{"speaker":"Datin Habsah, PETRONAS","startTime":1637.791,"endTime":1641.179,"body":"division, in this case"},{"speaker":"Datin Habsah, PETRONAS","startTime":1641.25,"endTime":1645.203,"body":"downstream, they able to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1641.25,"endTime":1645.203,"body":"understand what's the insights,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1645.274,"endTime":1649.015,"body":"what's going to be the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1645.274,"endTime":1649.015,"body":"intervention that they need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1649.085,"endTime":1653.603,"body":"put in. And then that allows for"},{"speaker":"Datin Habsah, PETRONAS","startTime":1649.085,"endTime":1653.603,"body":"a more meaningful and strategic"},{"speaker":"Datin Habsah, PETRONAS","startTime":1653.674,"endTime":1658.191,"body":"conversation right, with the so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1653.674,"endTime":1658.191,"body":"called OPUs, and the CEOs within"},{"speaker":"Datin Habsah, PETRONAS","startTime":1658.262,"endTime":1662.568,"body":"businesses. And in fact, that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1658.262,"endTime":1662.568,"body":"allows for the report to be get"},{"speaker":"Datin Habsah, PETRONAS","startTime":1662.638,"endTime":1666.591,"body":"faster, because it's real time."},{"speaker":"Datin Habsah, PETRONAS","startTime":1662.638,"endTime":1666.591,"body":"Most of the data that is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1666.662,"endTime":1670.756,"body":"actually that we ingested into"},{"speaker":"Datin Habsah, PETRONAS","startTime":1666.662,"endTime":1670.756,"body":"the hedge the data, it gets"},{"speaker":"Datin Habsah, PETRONAS","startTime":1670.827,"endTime":1675.274,"body":"updated every five minutes. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1670.827,"endTime":1675.274,"body":"some of it is every 15 minutes."},{"speaker":"Datin Habsah, PETRONAS","startTime":1675.344,"endTime":1679.933,"body":"Right. So is, is almost that you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1675.344,"endTime":1679.933,"body":"get your real performance on the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1680.003,"endTime":1684.38,"body":"ground. But actually, you have"},{"speaker":"Datin Habsah, PETRONAS","startTime":1680.003,"endTime":1684.38,"body":"it within a single place across"},{"speaker":"Datin Habsah, PETRONAS","startTime":1684.45,"endTime":1688.827,"body":"all the OPUs. And that allows"},{"speaker":"Datin Habsah, PETRONAS","startTime":1684.45,"endTime":1688.827,"body":"for understanding about the real"},{"speaker":"Datin Habsah, PETRONAS","startTime":1688.898,"endTime":1693.203,"body":"opportunities, and be able to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1688.898,"endTime":1693.203,"body":"even understand what's going to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1693.274,"endTime":1697.651,"body":"be the potential blockers. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1693.274,"endTime":1697.651,"body":"this allows for the values that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1697.721,"endTime":1701.957,"body":"we see even if we were to be"},{"speaker":"Datin Habsah, PETRONAS","startTime":1697.721,"endTime":1701.957,"body":"cutting in terms of some of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1702.027,"endTime":1706.474,"body":"performance improvement, where"},{"speaker":"Datin Habsah, PETRONAS","startTime":1702.027,"endTime":1706.474,"body":"in just two, just doing a report"},{"speaker":"Datin Habsah, PETRONAS","startTime":1706.545,"endTime":1710.427,"body":"where it used to take for the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1706.545,"endTime":1710.427,"body":"planners, 10 days, it has"},{"speaker":"Datin Habsah, PETRONAS","startTime":1710.498,"endTime":1714.592,"body":"reduced to four and a half days."},{"speaker":"Datin Habsah, PETRONAS","startTime":1710.498,"endTime":1714.592,"body":"And then there's also the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1714.663,"endTime":1718.968,"body":"validation of 55% improvement in"},{"speaker":"Datin Habsah, PETRONAS","startTime":1714.663,"endTime":1718.968,"body":"process efficiency. And they"},{"speaker":"Datin Habsah, PETRONAS","startTime":1719.039,"endTime":1723.557,"body":"calculated that because of this"},{"speaker":"Datin Habsah, PETRONAS","startTime":1719.039,"endTime":1723.557,"body":"whole process of all data is now"},{"speaker":"Datin Habsah, PETRONAS","startTime":1723.627,"endTime":1727.933,"body":"in one place. There's the 470"},{"speaker":"Datin Habsah, PETRONAS","startTime":1723.627,"endTime":1727.933,"body":"man hours savings per year. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1728.004,"endTime":1732.027,"body":"they can trust the data because"},{"speaker":"Datin Habsah, PETRONAS","startTime":1728.004,"endTime":1732.027,"body":"we also do a data quality"},{"speaker":"Datin Habsah, PETRONAS","startTime":1732.098,"endTime":1736.333,"body":"profiling on all the data, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":1732.098,"endTime":1736.333,"body":"you can trust the report. So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":1736.404,"endTime":1740.216,"body":"think what's more important"},{"speaker":"Datin Habsah, PETRONAS","startTime":1736.404,"endTime":1740.216,"body":"things that maybe become a"},{"speaker":"Datin Habsah, PETRONAS","startTime":1740.286,"endTime":1744.733,"body":"constraint and challenges in the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1740.286,"endTime":1744.733,"body":"past is no longer that because"},{"speaker":"Datin Habsah, PETRONAS","startTime":1744.804,"endTime":1749.18,"body":"informations data, it comes in,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1744.804,"endTime":1749.18,"body":"in a single place in an almost"},{"speaker":"Datin Habsah, PETRONAS","startTime":1749.251,"endTime":1753.557,"body":"instant manner. And you can make"},{"speaker":"Datin Habsah, PETRONAS","startTime":1749.251,"endTime":1753.557,"body":"decisions faster. So I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":1753.628,"endTime":1757.863,"body":"that's kind of a basic, i would"},{"speaker":"Datin Habsah, PETRONAS","startTime":1753.628,"endTime":1757.863,"body":"say a representation of many"},{"speaker":"Datin Habsah, PETRONAS","startTime":1757.933,"endTime":1762.098,"body":"parts of Petronas that has"},{"speaker":"Datin Habsah, PETRONAS","startTime":1757.933,"endTime":1762.098,"body":"embraced a descriptive analytics"},{"speaker":"Datin Habsah, PETRONAS","startTime":1762.169,"endTime":1765.839,"body":"is just the first steps of"},{"speaker":"Datin Habsah, PETRONAS","startTime":1762.169,"endTime":1765.839,"body":"looking at analytics into"},{"speaker":"Datin Habsah, PETRONAS","startTime":1765.91,"endTime":1770.64,"body":"actions and more all of it is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1765.91,"endTime":1770.64,"body":"being powered by the enterprise data."},{"speaker":"Irza, AIBP","startTime":1771.21,"endTime":1773.88,"body":"Understood, that"},{"speaker":"Irza, AIBP","startTime":1771.21,"endTime":1773.88,"body":"sounds like a very interesting,"},{"speaker":"Irza, AIBP","startTime":1773.94,"endTime":1777.24,"body":"you mentioned that the name of"},{"speaker":"Irza, AIBP","startTime":1773.94,"endTime":1777.24,"body":"the product, so to speak, is"},{"speaker":"Irza, AIBP","startTime":1777.24,"endTime":1780.21,"body":"this pivot descriptive"},{"speaker":"Irza, AIBP","startTime":1777.24,"endTime":1780.21,"body":"analytics. That's what you call"},{"speaker":"Irza, AIBP","startTime":1780.21,"endTime":1783.66,"body":"it internally. Okay. And looking"},{"speaker":"Irza, AIBP","startTime":1780.21,"endTime":1783.66,"body":"at this, you know, you mentioned"},{"speaker":"Irza, AIBP","startTime":1783.66,"endTime":1787.71,"body":"it took three years to build."},{"speaker":"Irza, AIBP","startTime":1783.66,"endTime":1787.71,"body":"And now it's being rolled out"},{"speaker":"Irza, AIBP","startTime":1787.92,"endTime":1791.58,"body":"how, and obviously you have, I"},{"speaker":"Irza, AIBP","startTime":1787.92,"endTime":1791.58,"body":"think, a clearer perspective"},{"speaker":"Irza, AIBP","startTime":1791.61,"endTime":1795.39,"body":"about you know, the hindsight,"},{"speaker":"Irza, AIBP","startTime":1791.61,"endTime":1795.39,"body":"especially when it comes to the"},{"speaker":"Irza, AIBP","startTime":1795.39,"endTime":1798.0,"body":"investments. When I say"},{"speaker":"Irza, AIBP","startTime":1795.39,"endTime":1798.0,"body":"investments, I don't just mean"},{"speaker":"Irza, AIBP","startTime":1798.0,"endTime":1801.6,"body":"financial investments, resources"},{"speaker":"Irza, AIBP","startTime":1798.0,"endTime":1801.6,"body":"plus finances the time and"},{"speaker":"Irza, AIBP","startTime":1801.6,"endTime":1803.91,"body":"effort that you put into this,"},{"speaker":"Irza, AIBP","startTime":1801.6,"endTime":1803.91,"body":"especially building something"},{"speaker":"Irza, AIBP","startTime":1803.91,"endTime":1806.97,"body":"new like this. You know, with"},{"speaker":"Irza, AIBP","startTime":1803.91,"endTime":1806.97,"body":"the value of hindsight, how do"},{"speaker":"Irza, AIBP","startTime":1806.97,"endTime":1811.17,"body":"you measure the ROI of you know,"},{"speaker":"Irza, AIBP","startTime":1806.97,"endTime":1811.17,"body":"this EDH build out as well as,"},{"speaker":"Irza, AIBP","startTime":1811.35,"endTime":1814.05,"body":"what metrics do you use to"},{"speaker":"Irza, AIBP","startTime":1811.35,"endTime":1814.05,"body":"evaluate that success?"},{"speaker":"Datin Habsah, PETRONAS","startTime":1814.35,"endTime":1816.99,"body":"Okay,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1814.35,"endTime":1816.99,"body":"the metrics comes in multiple"},{"speaker":"Datin Habsah, PETRONAS","startTime":1816.99,"endTime":1821.4,"body":"facets, right. Where you look at"},{"speaker":"Datin Habsah, PETRONAS","startTime":1816.99,"endTime":1821.4,"body":"the use cases with the give that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1821.4,"endTime":1824.67,"body":"we we give birth to all the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1821.4,"endTime":1824.67,"body":"terminal digital projects, each"},{"speaker":"Datin Habsah, PETRONAS","startTime":1824.67,"endTime":1828.81,"body":"of the use cases has a specific,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1824.67,"endTime":1828.81,"body":"I will say, value being"},{"speaker":"Datin Habsah, PETRONAS","startTime":1828.81,"endTime":1833.13,"body":"identified. And the fact that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1828.81,"endTime":1833.13,"body":"EDH is powering our oldest,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1833.13,"endTime":1837.21,"body":"technogy digital, the value"},{"speaker":"Datin Habsah, PETRONAS","startTime":1833.13,"endTime":1837.21,"body":"creation has gone beyond"},{"speaker":"Datin Habsah, PETRONAS","startTime":1838.62,"endTime":1842.07,"body":"millions actually, but I don't"},{"speaker":"Datin Habsah, PETRONAS","startTime":1838.62,"endTime":1842.07,"body":"want to quote number, but we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1842.07,"endTime":1846.06,"body":"have the number it goes into"},{"speaker":"Datin Habsah, PETRONAS","startTime":1842.07,"endTime":1846.06,"body":"billions. And that's from the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1846.09,"endTime":1850.02,"body":"end state, whether you call it"},{"speaker":"Datin Habsah, PETRONAS","startTime":1846.09,"endTime":1850.02,"body":"to the businesses, but I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":1850.02,"endTime":1855.21,"body":"within the processing of the EDH"},{"speaker":"Datin Habsah, PETRONAS","startTime":1850.02,"endTime":1855.21,"body":"we also have seen how exactly it"},{"speaker":"Datin Habsah, PETRONAS","startTime":1855.21,"endTime":1859.83,"body":"has increases the wrench time up"},{"speaker":"Datin Habsah, PETRONAS","startTime":1855.21,"endTime":1859.83,"body":"to 60%, as well as the process"},{"speaker":"Datin Habsah, PETRONAS","startTime":1859.83,"endTime":1864.78,"body":"cycle efficiency improvement up"},{"speaker":"Datin Habsah, PETRONAS","startTime":1859.83,"endTime":1864.78,"body":"to 25%. And then when we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1864.78,"endTime":1867.33,"body":"actually bring a lot more"},{"speaker":"Datin Habsah, PETRONAS","startTime":1864.78,"endTime":1867.33,"body":"critical data elements"},{"speaker":"Datin Habsah, PETRONAS","startTime":1867.33,"endTime":1871.5,"body":"available, and then with the big"},{"speaker":"Datin Habsah, PETRONAS","startTime":1867.33,"endTime":1871.5,"body":"data processing, it become more"},{"speaker":"Datin Habsah, PETRONAS","startTime":1871.53,"endTime":1874.53,"body":"efficient the way we we actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1871.53,"endTime":1874.53,"body":"bring this data. So can you"},{"speaker":"Datin Habsah, PETRONAS","startTime":1874.53,"endTime":1879.99,"body":"imagine where we used to prepare"},{"speaker":"Datin Habsah, PETRONAS","startTime":1874.53,"endTime":1879.99,"body":"a 1 million records in the past"},{"speaker":"Datin Habsah, PETRONAS","startTime":1879.99,"endTime":1883.35,"body":"that will took us one hour. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1879.99,"endTime":1883.35,"body":"with all the rights"},{"speaker":"Datin Habsah, PETRONAS","startTime":1883.35,"endTime":1888.51,"body":"sophisticated and just text"},{"speaker":"Datin Habsah, PETRONAS","startTime":1883.35,"endTime":1888.51,"body":"within EDH, the one hour has now"},{"speaker":"Datin Habsah, PETRONAS","startTime":1888.57,"endTime":1892.65,"body":"reduced to only one minute."},{"speaker":"Datin Habsah, PETRONAS","startTime":1888.57,"endTime":1892.65,"body":"That's how fast you can actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1892.65,"endTime":1898.41,"body":"process a 1 million records"},{"speaker":"Datin Habsah, PETRONAS","startTime":1892.65,"endTime":1898.41,"body":"data. Yeah, so you imagine with"},{"speaker":"Datin Habsah, PETRONAS","startTime":1898.44,"endTime":1904.14,"body":"that velocity veracity and"},{"speaker":"Datin Habsah, PETRONAS","startTime":1898.44,"endTime":1904.14,"body":"suppose and the value is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1904.26,"endTime":1907.44,"body":"obviously become more prominent,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1904.26,"endTime":1907.44,"body":"because you have the ability to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1907.44,"endTime":1911.04,"body":"bring and manage a big data"},{"speaker":"Datin Habsah, PETRONAS","startTime":1907.44,"endTime":1911.04,"body":"processing. And other things"},{"speaker":"Datin Habsah, PETRONAS","startTime":1911.04,"endTime":1915.66,"body":"that we have done in EDH, where"},{"speaker":"Datin Habsah, PETRONAS","startTime":1911.04,"endTime":1915.66,"body":"we also have cognizant. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":1915.66,"endTime":1918.72,"body":"really exploiting the cognitive"},{"speaker":"Datin Habsah, PETRONAS","startTime":1915.66,"endTime":1918.72,"body":"services, the cognitive services"},{"speaker":"Datin Habsah, PETRONAS","startTime":1918.72,"endTime":1922.56,"body":"is actually, you know, the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1918.72,"endTime":1922.56,"body":"machine learning that we have"},{"speaker":"Datin Habsah, PETRONAS","startTime":1922.74,"endTime":1927.33,"body":"trained using where the text"},{"speaker":"Datin Habsah, PETRONAS","startTime":1922.74,"endTime":1927.33,"body":"analytics, you know, we actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1927.33,"endTime":1931.32,"body":"be able to extract data from"},{"speaker":"Datin Habsah, PETRONAS","startTime":1927.33,"endTime":1931.32,"body":"engineering documents, from"},{"speaker":"Datin Habsah, PETRONAS","startTime":1931.32,"endTime":1936.42,"body":"technical reports, and so forth."},{"speaker":"Datin Habsah, PETRONAS","startTime":1931.32,"endTime":1936.42,"body":"So you imagine this, you know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1936.42,"endTime":1941.61,"body":"we used to at the plant, we have"},{"speaker":"Datin Habsah, PETRONAS","startTime":1936.42,"endTime":1941.61,"body":"what we call this document"},{"speaker":"Datin Habsah, PETRONAS","startTime":1941.61,"endTime":1945.51,"body":"controller. So document"},{"speaker":"Datin Habsah, PETRONAS","startTime":1941.61,"endTime":1945.51,"body":"controller, the job is managing"},{"speaker":"Datin Habsah, PETRONAS","startTime":1945.51,"endTime":1949.68,"body":"the document, and some of this"},{"speaker":"Datin Habsah, PETRONAS","startTime":1945.51,"endTime":1949.68,"body":"document control in the past,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1949.71,"endTime":1956.19,"body":"they were tasked to actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1949.71,"endTime":1956.19,"body":"extract and index the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1956.22,"endTime":1959.7,"body":"engineering data and the way"},{"speaker":"Datin Habsah, PETRONAS","startTime":1956.22,"endTime":1959.7,"body":"they do it, they do it manually."},{"speaker":"Datin Habsah, PETRONAS","startTime":1960.81,"endTime":1966.3,"body":"Some of them eyeballing the"},{"speaker":"Datin Habsah, PETRONAS","startTime":1960.81,"endTime":1966.3,"body":"document, you get the data. So,"},{"speaker":"Datin Habsah, PETRONAS","startTime":1966.9,"endTime":1970.89,"body":"in the past, they used to spend"},{"speaker":"Datin Habsah, PETRONAS","startTime":1966.9,"endTime":1970.89,"body":"like this one particular"},{"speaker":"Datin Habsah, PETRONAS","startTime":1970.89,"endTime":1975.93,"body":"refinery plant, they dedicated"},{"speaker":"Datin Habsah, PETRONAS","startTime":1970.89,"endTime":1975.93,"body":"two thousand of man hours, to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1975.96,"endTime":1982.77,"body":"manner extract and index to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1975.96,"endTime":1982.77,"body":"engine data by examining 15,000"},{"speaker":"Datin Habsah, PETRONAS","startTime":1982.8,"endTime":1987.63,"body":"technical documents. So the 2000"},{"speaker":"Datin Habsah, PETRONAS","startTime":1982.8,"endTime":1987.63,"body":"man hours is to actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":1987.63,"endTime":1992.1,"body":"supervise 15,000 technical"},{"speaker":"Datin Habsah, PETRONAS","startTime":1987.63,"endTime":1992.1,"body":"documents. So by having our AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":1992.1,"endTime":1994.89,"body":"Cognitive Services, which is"},{"speaker":"Datin Habsah, PETRONAS","startTime":1992.1,"endTime":1994.89,"body":"machine learning that we"},{"speaker":"Datin Habsah, PETRONAS","startTime":1994.89,"endTime":1999.0,"body":"develop, it really have changed"},{"speaker":"Datin Habsah, PETRONAS","startTime":1994.89,"endTime":1999.0,"body":"the way we work. So imagine that"},{"speaker":"Datin Habsah, PETRONAS","startTime":1999.0,"endTime":2004.91,"body":"the man hours have now saved to"},{"speaker":"Datin Habsah, PETRONAS","startTime":1999.0,"endTime":2004.91,"body":"75%, because it is no longer a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2004.91,"endTime":2009.44,"body":"manual work. In fact, some of"},{"speaker":"Datin Habsah, PETRONAS","startTime":2004.91,"endTime":2009.44,"body":"those work that was done in the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2009.44,"endTime":2014.06,"body":"past when people took days, it"},{"speaker":"Datin Habsah, PETRONAS","startTime":2009.44,"endTime":2014.06,"body":"is now just in minutes and"},{"speaker":"Datin Habsah, PETRONAS","startTime":2014.06,"endTime":2019.07,"body":"seconds. So you we have living"},{"speaker":"Datin Habsah, PETRONAS","startTime":2014.06,"endTime":2019.07,"body":"up and we are bringing the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2019.07,"endTime":2024.62,"body":"organization efficiency at many"},{"speaker":"Datin Habsah, PETRONAS","startTime":2019.07,"endTime":2024.62,"body":"parts of the organization. Okay,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2024.62,"endTime":2029.45,"body":"I'm just saying that the journey"},{"speaker":"Datin Habsah, PETRONAS","startTime":2024.62,"endTime":2029.45,"body":"is not completed, we are not yet"},{"speaker":"Datin Habsah, PETRONAS","startTime":2029.45,"endTime":2032.54,"body":"the end of the destination."},{"speaker":"Datin Habsah, PETRONAS","startTime":2029.45,"endTime":2032.54,"body":"There's still an ongoing things."},{"speaker":"Datin Habsah, PETRONAS","startTime":2032.54,"endTime":2036.5,"body":"There's a lot more, I will say"},{"speaker":"Datin Habsah, PETRONAS","startTime":2032.54,"endTime":2036.5,"body":"opportunities to do better, but"},{"speaker":"Datin Habsah, PETRONAS","startTime":2036.53,"endTime":2040.37,"body":"we are on the right start. We"},{"speaker":"Datin Habsah, PETRONAS","startTime":2036.53,"endTime":2040.37,"body":"are on the right track. It"},{"speaker":"Datin Habsah, PETRONAS","startTime":2040.37,"endTime":2044.18,"body":"doesn't matter right now to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2040.37,"endTime":2044.18,"body":"further amplify, and making sure"},{"speaker":"Datin Habsah, PETRONAS","startTime":2044.18,"endTime":2048.77,"body":"that adoptions by the user to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2044.18,"endTime":2048.77,"body":"understand right now. They can"},{"speaker":"Datin Habsah, PETRONAS","startTime":2048.77,"endTime":2052.19,"body":"use this machine learning where"},{"speaker":"Datin Habsah, PETRONAS","startTime":2048.77,"endTime":2052.19,"body":"they can look the document and"},{"speaker":"Datin Habsah, PETRONAS","startTime":2052.19,"endTime":2055.19,"body":"then we'll see get the same"},{"speaker":"Datin Habsah, PETRONAS","startTime":2052.19,"endTime":2055.19,"body":"results. So this is also the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2055.19,"endTime":2057.32,"body":"other parts of culture building"},{"speaker":"Datin Habsah, PETRONAS","startTime":2055.19,"endTime":2057.32,"body":"that we're doing."},{"speaker":"Irza Suprapto","startTime":2057.92,"endTime":2060.62,"body":"You seem to be I"},{"speaker":"Irza Suprapto","startTime":2057.92,"endTime":2060.62,"body":"think you've mentioned culture"},{"speaker":"Irza Suprapto","startTime":2060.62,"endTime":2064.55,"body":"quite a few times today already."},{"speaker":"Irza Suprapto","startTime":2060.62,"endTime":2064.55,"body":"Yeah, let's talk about that a"},{"speaker":"Irza Suprapto","startTime":2064.55,"endTime":2067.64,"body":"little bit more in terms of you"},{"speaker":"Irza Suprapto","startTime":2064.55,"endTime":2067.64,"body":"know, when you talk about data"},{"speaker":"Irza Suprapto","startTime":2067.64,"endTime":2071.93,"body":"initiatives, and culture when"},{"speaker":"Irza Suprapto","startTime":2067.64,"endTime":2071.93,"body":"you talk about talent, like I"},{"speaker":"Irza Suprapto","startTime":2071.93,"endTime":2074.93,"body":"think that's a very big part of"},{"speaker":"Irza Suprapto","startTime":2071.93,"endTime":2074.93,"body":"what you look at Datin, but how"},{"speaker":"Irza Suprapto","startTime":2074.93,"endTime":2077.96,"body":"does Petronas you know"},{"speaker":"Irza Suprapto","startTime":2074.93,"endTime":2077.96,"body":"prioritize and allocate"},{"speaker":"Irza Suprapto","startTime":2077.96,"endTime":2082.25,"body":"resources for these initiatives,"},{"speaker":"Irza Suprapto","startTime":2077.96,"endTime":2082.25,"body":"both from a monetary perspective"},{"speaker":"Irza Suprapto","startTime":2082.25,"endTime":2085.22,"body":"as well as what you mentioned"},{"speaker":"Irza Suprapto","startTime":2082.25,"endTime":2085.22,"body":"from a culture or people"},{"speaker":"Irza Suprapto","startTime":2085.22,"endTime":2086.12,"body":"perspective, I would say?"},{"speaker":"Datin Habsah, PETRONAS","startTime":2086.6,"endTime":2088.91,"body":"Yeah, so"},{"speaker":"Datin Habsah, PETRONAS","startTime":2086.6,"endTime":2088.91,"body":"actually, when we started our"},{"speaker":"Datin Habsah, PETRONAS","startTime":2088.91,"endTime":2093.98,"body":"data governance, one of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2088.91,"endTime":2093.98,"body":"things that we put focus and we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2093.98,"endTime":2097.79,"body":"institutionalize is the creation"},{"speaker":"Datin Habsah, PETRONAS","startTime":2093.98,"endTime":2097.79,"body":"of the data rules in Petronas."},{"speaker":"Datin Habsah, PETRONAS","startTime":2099.05,"endTime":2102.68,"body":"Because it If you have a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2099.05,"endTime":2102.68,"body":"governance data governance"},{"speaker":"Datin Habsah, PETRONAS","startTime":2102.68,"endTime":2110.69,"body":"framework, the actions for you"},{"speaker":"Datin Habsah, PETRONAS","startTime":2102.68,"endTime":2110.69,"body":"to ensure the discharging or the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2110.69,"endTime":2116.27,"body":"execution of it, you need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2110.69,"endTime":2116.27,"body":"have data rules, who ensures"},{"speaker":"Datin Habsah, PETRONAS","startTime":2116.66,"endTime":2120.77,"body":"that when they look at business"},{"speaker":"Datin Habsah, PETRONAS","startTime":2116.66,"endTime":2120.77,"body":"outcome, they also look at data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2120.77,"endTime":2126.38,"body":"outcome as the same priority."},{"speaker":"Datin Habsah, PETRONAS","startTime":2120.77,"endTime":2126.38,"body":"Okay, and when we created data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2126.38,"endTime":2130.79,"body":"roles we created in multifacets"},{"speaker":"Datin Habsah, PETRONAS","startTime":2126.38,"endTime":2130.79,"body":"of our roles, we have the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2130.79,"endTime":2134.66,"body":"owner, the executive data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2130.79,"endTime":2134.66,"body":"steward business data steward"},{"speaker":"Datin Habsah, PETRONAS","startTime":2134.69,"endTime":2137.84,"body":"data, technical technical data,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2134.69,"endTime":2137.84,"body":"steward data analysts, and these"},{"speaker":"Datin Habsah, PETRONAS","startTime":2137.84,"endTime":2142.46,"body":"are the people who had the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2137.84,"endTime":2142.46,"body":"highest level rank. These are"},{"speaker":"Datin Habsah, PETRONAS","startTime":2142.46,"endTime":2145.49,"body":"like the Senior Vice President,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2142.46,"endTime":2145.49,"body":"Vice President, the CEOs of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2145.49,"endTime":2151.76,"body":"company. And why we need to do"},{"speaker":"Datin Habsah, PETRONAS","startTime":2145.49,"endTime":2151.76,"body":"that is because it is leadership"},{"speaker":"Datin Habsah, PETRONAS","startTime":2151.76,"endTime":2154.97,"body":"by example, if you really want"},{"speaker":"Datin Habsah, PETRONAS","startTime":2151.76,"endTime":2154.97,"body":"to make sure that your data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2154.97,"endTime":2161.69,"body":"culture is seen and felt that I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2154.97,"endTime":2161.69,"body":"will say advocate for change"},{"speaker":"Datin Habsah, PETRONAS","startTime":2161.69,"endTime":2166.55,"body":"must happen from the top. Right."},{"speaker":"Datin Habsah, PETRONAS","startTime":2161.69,"endTime":2166.55,"body":"And then that's the first thing."},{"speaker":"Datin Habsah, PETRONAS","startTime":2166.58,"endTime":2170.06,"body":"So he mentioned that when we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2166.58,"endTime":2170.06,"body":"started the data roles, and we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2170.06,"endTime":2174.53,"body":"start to appoint all these"},{"speaker":"Datin Habsah, PETRONAS","startTime":2170.06,"endTime":2174.53,"body":"personnel in their current"},{"speaker":"Datin Habsah, PETRONAS","startTime":2174.53,"endTime":2177.35,"body":"capacity as the CEO of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2174.53,"endTime":2177.35,"body":"company, or the vice president"},{"speaker":"Datin Habsah, PETRONAS","startTime":2177.83,"endTime":2182.15,"body":"of that particular position."},{"speaker":"Datin Habsah, PETRONAS","startTime":2177.83,"endTime":2182.15,"body":"They also undergone the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2182.18,"endTime":2187.13,"body":"upskilling process of our data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2182.18,"endTime":2187.13,"body":"roles. So they converse the same"},{"speaker":"Datin Habsah, PETRONAS","startTime":2187.13,"endTime":2190.34,"body":"thing. So if we talk about data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2187.13,"endTime":2190.34,"body":"quality, they understood about"},{"speaker":"Datin Habsah, PETRONAS","startTime":2190.34,"endTime":2194.09,"body":"data quality, and why data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2190.34,"endTime":2194.09,"body":"quality is very important. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":2194.09,"endTime":2199.4,"body":"once we have that, then it's"},{"speaker":"Datin Habsah, PETRONAS","startTime":2194.09,"endTime":2199.4,"body":"easy for us to bring the change"},{"speaker":"Datin Habsah, PETRONAS","startTime":2199.4,"endTime":2203.63,"body":"within the organization. So"},{"speaker":"Datin Habsah, PETRONAS","startTime":2199.4,"endTime":2203.63,"body":"imagine this Irza. In the early"},{"speaker":"Datin Habsah, PETRONAS","startTime":2203.63,"endTime":2207.17,"body":"days, when we started the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2203.63,"endTime":2207.17,"body":"governance, we say that if we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2207.17,"endTime":2209.99,"body":"want to make sure that the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2207.17,"endTime":2209.99,"body":"creates value, the first thing"},{"speaker":"Datin Habsah, PETRONAS","startTime":2209.99,"endTime":2214.04,"body":"we need to solve our problem is,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2209.99,"endTime":2214.04,"body":"we need to make sure our data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2214.04,"endTime":2218.27,"body":"meet the right quality. So we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2214.04,"endTime":2218.27,"body":"design a data quality program."},{"speaker":"Datin Habsah, PETRONAS","startTime":2218.72,"endTime":2224.63,"body":"That was in 2020. And the whole"},{"speaker":"Datin Habsah, PETRONAS","startTime":2218.72,"endTime":2224.63,"body":"execution in 2021. There was a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2224.63,"endTime":2228.98,"body":"time that we designed our data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2224.63,"endTime":2228.98,"body":"quality framework, we design our"},{"speaker":"Datin Habsah, PETRONAS","startTime":2228.98,"endTime":2233.96,"body":"data quality metrics, we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2228.98,"endTime":2233.96,"body":"undertake a major data quality"},{"speaker":"Datin Habsah, PETRONAS","startTime":2233.96,"endTime":2239.33,"body":"profiling. So that whole program"},{"speaker":"Datin Habsah, PETRONAS","startTime":2233.96,"endTime":2239.33,"body":"actually cut across all"},{"speaker":"Datin Habsah, PETRONAS","startTime":2239.33,"endTime":2244.1,"body":"businesses, when you have a data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2239.33,"endTime":2244.1,"body":"quality profiling, every single"},{"speaker":"Datin Habsah, PETRONAS","startTime":2244.1,"endTime":2249.38,"body":"business now understand their"},{"speaker":"Datin Habsah, PETRONAS","startTime":2244.1,"endTime":2249.38,"body":"data quality score. That's very"},{"speaker":"Datin Habsah, PETRONAS","startTime":2249.38,"endTime":2252.53,"body":"important. Because the moment"},{"speaker":"Datin Habsah, PETRONAS","startTime":2249.38,"endTime":2252.53,"body":"they understand their data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2252.53,"endTime":2255.89,"body":"quality score, then it becomes"},{"speaker":"Datin Habsah, PETRONAS","startTime":2252.53,"endTime":2255.89,"body":"their accountability now to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2255.89,"endTime":2259.88,"body":"improve the score. This is not"},{"speaker":"Datin Habsah, PETRONAS","startTime":2255.89,"endTime":2259.88,"body":"about competition on score."},{"speaker":"Datin Habsah, PETRONAS","startTime":2260.18,"endTime":2265.37,"body":"Actually, this is about"},{"speaker":"Datin Habsah, PETRONAS","startTime":2260.18,"endTime":2265.37,"body":"understanding that the business"},{"speaker":"Datin Habsah, PETRONAS","startTime":2265.49,"endTime":2268.94,"body":"is not taking action on their"},{"speaker":"Datin Habsah, PETRONAS","startTime":2265.49,"endTime":2268.94,"body":"own. Because when we do a data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2268.94,"endTime":2272.93,"body":"quality profiling, and we do the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2268.94,"endTime":2272.93,"body":"root cause analysis, and some of"},{"speaker":"Datin Habsah, PETRONAS","startTime":2272.93,"endTime":2276.47,"body":"the reason why we find that why"},{"speaker":"Datin Habsah, PETRONAS","startTime":2272.93,"endTime":2276.47,"body":"we still have bad data is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2276.47,"endTime":2280.46,"body":"because the user, when they"},{"speaker":"Datin Habsah, PETRONAS","startTime":2276.47,"endTime":2280.46,"body":"update the data, they update it"},{"speaker":"Datin Habsah, PETRONAS","startTime":2280.46,"endTime":2286.28,"body":"wrong. So now you imagine those"},{"speaker":"Datin Habsah, PETRONAS","startTime":2280.46,"endTime":2286.28,"body":"data quality focal the business,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2286.31,"endTime":2291.32,"body":"they interact with the user who"},{"speaker":"Datin Habsah, PETRONAS","startTime":2286.31,"endTime":2291.32,"body":"updated those data, and actually"},{"speaker":"Datin Habsah, PETRONAS","startTime":2291.35,"endTime":2295.46,"body":"educate that user to make sure"},{"speaker":"Datin Habsah, PETRONAS","startTime":2291.35,"endTime":2295.46,"body":"that this will be the right way"},{"speaker":"Datin Habsah, PETRONAS","startTime":2295.49,"endTime":2300.65,"body":"how you should update your data."},{"speaker":"Datin Habsah, PETRONAS","startTime":2295.49,"endTime":2300.65,"body":"So this whole cycle, and this"},{"speaker":"Datin Habsah, PETRONAS","startTime":2300.65,"endTime":2305.81,"body":"whole internalization of data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2300.65,"endTime":2305.81,"body":"quality as a culture is become"},{"speaker":"Datin Habsah, PETRONAS","startTime":2305.81,"endTime":2311.21,"body":"very evident in Petronas. The"},{"speaker":"Datin Habsah, PETRONAS","startTime":2305.81,"endTime":2311.21,"body":"business are really like doing a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2311.21,"endTime":2314.3,"body":"marathon you know, they're just"},{"speaker":"Datin Habsah, PETRONAS","startTime":2311.21,"endTime":2314.3,"body":"doing a marathon or data quality"},{"speaker":"Datin Habsah, PETRONAS","startTime":2314.3,"endTime":2318.65,"body":"competition among themselves,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2314.3,"endTime":2318.65,"body":"which I'm happy to not because I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2318.65,"endTime":2323.45,"body":"am not doing the difficult job"},{"speaker":"Datin Habsah, PETRONAS","startTime":2318.65,"endTime":2323.45,"body":"anymore. I did the difficult job"},{"speaker":"Datin Habsah, PETRONAS","startTime":2323.48,"endTime":2328.4,"body":"at the point of designing at the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2323.48,"endTime":2328.4,"body":"point of training those data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2328.4,"endTime":2332.09,"body":"focal at the point of putting"},{"speaker":"Datin Habsah, PETRONAS","startTime":2328.4,"endTime":2332.09,"body":"the right I will say ecosystem,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2332.09,"endTime":2338.54,"body":"but now is an easy job. Because"},{"speaker":"Datin Habsah, PETRONAS","startTime":2332.09,"endTime":2338.54,"body":"as far as the focal of the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2338.54,"endTime":2341.99,"body":"quality, they take it upon"},{"speaker":"Datin Habsah, PETRONAS","startTime":2338.54,"endTime":2341.99,"body":"themselves to ensure that they"},{"speaker":"Datin Habsah, PETRONAS","startTime":2341.99,"endTime":2345.14,"body":"are accountable for the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2341.99,"endTime":2345.14,"body":"quality, they will work with the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2345.41,"endTime":2348.29,"body":"business user to make sure that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2345.41,"endTime":2348.29,"body":"is the right data is being"},{"speaker":"Datin Habsah, PETRONAS","startTime":2348.29,"endTime":2353.78,"body":"updated. So I think culture,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2348.29,"endTime":2353.78,"body":"building data culture, you"},{"speaker":"Datin Habsah, PETRONAS","startTime":2353.78,"endTime":2359.6,"body":"really need to have the art and"},{"speaker":"Datin Habsah, PETRONAS","startTime":2353.78,"endTime":2359.6,"body":"the science of it. If you are"},{"speaker":"Datin Habsah, PETRONAS","startTime":2359.6,"endTime":2362.6,"body":"going as any organization, if"},{"speaker":"Datin Habsah, PETRONAS","startTime":2359.6,"endTime":2362.6,"body":"they really want to make a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2362.6,"endTime":2366.47,"body":"change the way they do and"},{"speaker":"Datin Habsah, PETRONAS","startTime":2362.6,"endTime":2366.47,"body":"manage the data, they need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2366.47,"endTime":2372.89,"body":"invest and strategize that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2366.47,"endTime":2372.89,"body":"change management right in each"},{"speaker":"Datin Habsah, PETRONAS","startTime":2372.89,"endTime":2375.05,"body":"of the components of the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2372.89,"endTime":2375.05,"body":"area."},{"speaker":"Irza, AIBP","startTime":2375.92,"endTime":2379.28,"body":"I think it helps as"},{"speaker":"Irza, AIBP","startTime":2375.92,"endTime":2379.28,"body":"well that you also the president"},{"speaker":"Irza, AIBP","startTime":2379.28,"endTime":2381.74,"body":"of the Data Management"},{"speaker":"Irza, AIBP","startTime":2379.28,"endTime":2381.74,"body":"Association in Malaysia, right,"},{"speaker":"Irza, AIBP","startTime":2381.74,"endTime":2385.07,"body":"so you talk about best practices"},{"speaker":"Irza, AIBP","startTime":2381.74,"endTime":2385.07,"body":"for data not just for Petronas."},{"speaker":"Irza, AIBP","startTime":2385.1,"endTime":2389.09,"body":"But for Malaysia as a whole and"},{"speaker":"Irza, AIBP","startTime":2385.1,"endTime":2389.09,"body":"international standards wise,"},{"speaker":"Irza, AIBP","startTime":2389.36,"endTime":2393.2,"body":"you make your subsidiaries your"},{"speaker":"Irza, AIBP","startTime":2389.36,"endTime":2393.2,"body":"different business leaders sound"},{"speaker":"Irza, AIBP","startTime":2393.2,"endTime":2396.98,"body":"like very, very change"},{"speaker":"Irza, AIBP","startTime":2393.2,"endTime":2396.98,"body":"management experts. You know, it"},{"speaker":"Irza, AIBP","startTime":2396.98,"endTime":2398.78,"body":"seems that there's very little"},{"speaker":"Datin Habsah, PETRONAS","startTime":2400.49,"endTime":2402.11,"body":"We need"},{"speaker":"Datin Habsah, PETRONAS","startTime":2400.49,"endTime":2402.11,"body":"to advocate for change."},{"speaker":"Irza Suprapto","startTime":2402.41,"endTime":2404.45,"body":"Let's talk about"},{"speaker":"Irza Suprapto","startTime":2402.41,"endTime":2404.45,"body":"change you mentioned earlier as"},{"speaker":"Irza Suprapto","startTime":2404.45,"endTime":2408.56,"body":"well, talking about continuous"},{"speaker":"Irza Suprapto","startTime":2404.45,"endTime":2408.56,"body":"learning, you know, with new"},{"speaker":"Irza Suprapto","startTime":2408.56,"endTime":2411.53,"body":"technologies coming up now, you"},{"speaker":"Irza Suprapto","startTime":2408.56,"endTime":2411.53,"body":"know, you've seen all this data"},{"speaker":"Irza Suprapto","startTime":2411.53,"endTime":2415.85,"body":"is the base, obviously for AI."},{"speaker":"Irza Suprapto","startTime":2411.53,"endTime":2415.85,"body":"Let's take a step back right"},{"speaker":"Irza Suprapto","startTime":2415.85,"endTime":2420.62,"body":"just outside of Petronas. What"},{"speaker":"Irza Suprapto","startTime":2415.85,"endTime":2420.62,"body":"what what do you think companies"},{"speaker":"Irza Suprapto","startTime":2420.62,"endTime":2425.15,"body":"can do to ensure that their data"},{"speaker":"Irza Suprapto","startTime":2420.62,"endTime":2425.15,"body":"strategy is, you know, if not"},{"speaker":"Irza Suprapto","startTime":2425.15,"endTime":2428.09,"body":"keeping them ahead of the curve,"},{"speaker":"Irza Suprapto","startTime":2425.15,"endTime":2428.09,"body":"or at least keeping them at the"},{"speaker":"Irza Suprapto","startTime":2428.09,"endTime":2430.91,"body":"curve, you know, like keeping up"},{"speaker":"Irza Suprapto","startTime":2428.09,"endTime":2430.91,"body":"with what changing globally, and"},{"speaker":"Irza Suprapto","startTime":2430.91,"endTime":2434.96,"body":"you look at Malaysia compared to"},{"speaker":"Irza Suprapto","startTime":2430.91,"endTime":2434.96,"body":"say, the world's borders are"},{"speaker":"Irza Suprapto","startTime":2434.96,"endTime":2438.92,"body":"just becoming less prevalent? I"},{"speaker":"Irza Suprapto","startTime":2434.96,"endTime":2438.92,"body":"guess, competition is"},{"speaker":"Irza Suprapto","startTime":2438.92,"endTime":2441.8,"body":"everywhere. So what should"},{"speaker":"Irza Suprapto","startTime":2438.92,"endTime":2441.8,"body":"companies do when it comes to"},{"speaker":"Irza Suprapto","startTime":2441.8,"endTime":2443.03,"body":"data strategies, do you think?"},{"speaker":"Datin Habsah, PETRONAS","startTime":2444.05,"endTime":2446.18,"body":"Yeah, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2444.05,"endTime":2446.18,"body":"think right now, people are just"},{"speaker":"Datin Habsah, PETRONAS","startTime":2446.18,"endTime":2450.89,"body":"so in the hype of bringing AI to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2446.18,"endTime":2450.89,"body":"its full scale for the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2450.89,"endTime":2456.32,"body":"organization. Yeah. And it's not"},{"speaker":"Datin Habsah, PETRONAS","startTime":2450.89,"endTime":2456.32,"body":"a secret that many organizations"},{"speaker":"Datin Habsah, PETRONAS","startTime":2456.35,"endTime":2460.79,"body":"who fail big time on AI, and the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2456.35,"endTime":2460.79,"body":"reason why they fail is because"},{"speaker":"Datin Habsah, PETRONAS","startTime":2461.06,"endTime":2465.77,"body":"they have never made the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2461.06,"endTime":2465.77,"body":"ready for AI. Which means that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2465.77,"endTime":2469.43,"body":"they don't really have the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2465.77,"endTime":2469.43,"body":"practices, the fundamentals, on"},{"speaker":"Datin Habsah, PETRONAS","startTime":2469.43,"endTime":2473.75,"body":"the data management, governance,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2469.43,"endTime":2473.75,"body":"and so forth. And I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":2473.75,"endTime":2478.04,"body":"the first thing that any"},{"speaker":"Datin Habsah, PETRONAS","startTime":2473.75,"endTime":2478.04,"body":"organization needs to do before"},{"speaker":"Datin Habsah, PETRONAS","startTime":2478.37,"endTime":2481.88,"body":"you want to put AI to a large"},{"speaker":"Datin Habsah, PETRONAS","startTime":2478.37,"endTime":2481.88,"body":"scale, because you want to make"},{"speaker":"Datin Habsah, PETRONAS","startTime":2481.88,"endTime":2485.18,"body":"sure that your whole ecosystem"},{"speaker":"Datin Habsah, PETRONAS","startTime":2481.88,"endTime":2485.18,"body":"of AI, which is data dependent,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2485.6,"endTime":2490.88,"body":"is sustainable. Because once we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2485.6,"endTime":2490.88,"body":"look at many countries right"},{"speaker":"Datin Habsah, PETRONAS","startTime":2490.88,"endTime":2494.48,"body":"now, around the world, they're"},{"speaker":"Datin Habsah, PETRONAS","startTime":2490.88,"endTime":2494.48,"body":"putting AI act, there's a lot of"},{"speaker":"Datin Habsah, PETRONAS","startTime":2494.51,"endTime":2497.39,"body":"AI ethics, you know, how do we"},{"speaker":"Datin Habsah, PETRONAS","startTime":2494.51,"endTime":2497.39,"body":"make sure in terms of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2497.39,"endTime":2501.71,"body":"fairness, trustworthiness, even"},{"speaker":"Datin Habsah, PETRONAS","startTime":2497.39,"endTime":2501.71,"body":"the AI has to make sure that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2502.04,"endTime":2507.71,"body":"explainability so when you look"},{"speaker":"Datin Habsah, PETRONAS","startTime":2502.04,"endTime":2507.71,"body":"about fairness, trustworthiness,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2507.71,"endTime":2512.81,"body":"how do you attain that the AI be"},{"speaker":"Datin Habsah, PETRONAS","startTime":2507.71,"endTime":2512.81,"body":"able to address that is go back"},{"speaker":"Datin Habsah, PETRONAS","startTime":2512.81,"endTime":2518.72,"body":"to the size and the sample, the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2512.81,"endTime":2518.72,"body":"data that you use. Is the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2518.72,"endTime":2523.49,"body":"that actually the makeup of your"},{"speaker":"Datin Habsah, PETRONAS","startTime":2518.72,"endTime":2523.49,"body":"AI, if you think about it, so I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2523.49,"endTime":2527.54,"body":"think that's where I think I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2523.49,"endTime":2527.54,"body":"always want to tell everyone,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2527.69,"endTime":2532.79,"body":"you know, everyone that's going"},{"speaker":"Datin Habsah, PETRONAS","startTime":2527.69,"endTime":2532.79,"body":"on an AI journey, the first"},{"speaker":"Datin Habsah, PETRONAS","startTime":2532.79,"endTime":2536.6,"body":"thing that they also need to do"},{"speaker":"Datin Habsah, PETRONAS","startTime":2532.79,"endTime":2536.6,"body":"it right, and to put more focus"},{"speaker":"Datin Habsah, PETRONAS","startTime":2536.6,"endTime":2540.5,"body":"is now on their data. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2536.6,"endTime":2540.5,"body":"think when you talk about data,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2540.5,"endTime":2544.22,"body":"right, which I think is going to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2540.5,"endTime":2544.22,"body":"be very overwhelming, especially"},{"speaker":"Datin Habsah, PETRONAS","startTime":2544.25,"endTime":2549.17,"body":"if you are in a company that is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2544.25,"endTime":2549.17,"body":"so huge. And maybe, you know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2549.17,"endTime":2551.63,"body":"the state of the data. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2549.17,"endTime":2551.63,"body":"think what's more important, a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2551.63,"endTime":2555.77,"body":"lot of organizations struggle"},{"speaker":"Datin Habsah, PETRONAS","startTime":2551.63,"endTime":2555.77,"body":"with the data practices, the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2555.77,"endTime":2559.94,"body":"data management is not in a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2555.77,"endTime":2559.94,"body":"perfect world, we are really in"},{"speaker":"Datin Habsah, PETRONAS","startTime":2560.63,"endTime":2563.75,"body":"in a storming environment. So I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2560.63,"endTime":2563.75,"body":"think what's more important, the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2563.75,"endTime":2567.65,"body":"strategy piece, where do you fix"},{"speaker":"Datin Habsah, PETRONAS","startTime":2563.75,"endTime":2567.65,"body":"this? What do you want to fix"},{"speaker":"Datin Habsah, PETRONAS","startTime":2567.65,"endTime":2571.73,"body":"this? So I think that's also"},{"speaker":"Datin Habsah, PETRONAS","startTime":2567.65,"endTime":2571.73,"body":"what we can do. And you also"},{"speaker":"Datin Habsah, PETRONAS","startTime":2571.73,"endTime":2576.71,"body":"have your AI, I would say"},{"speaker":"Datin Habsah, PETRONAS","startTime":2571.73,"endTime":2576.71,"body":"strategy. You also coupled that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2576.71,"endTime":2580.25,"body":"with your data strategy. And I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2576.71,"endTime":2580.25,"body":"think that's more and more"},{"speaker":"Datin Habsah, PETRONAS","startTime":2580.25,"endTime":2584.39,"body":"important in a lot of the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2580.25,"endTime":2584.39,"body":"conversation about the AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":2584.39,"endTime":2588.56,"body":"results is on your data quality."},{"speaker":"Datin Habsah, PETRONAS","startTime":2584.39,"endTime":2588.56,"body":"And when you look at the data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2588.56,"endTime":2592.37,"body":"quality, there's many components"},{"speaker":"Datin Habsah, PETRONAS","startTime":2588.56,"endTime":2592.37,"body":"to it, when you look at data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2592.37,"endTime":2595.43,"body":"quality is actually the second"},{"speaker":"Datin Habsah, PETRONAS","startTime":2592.37,"endTime":2595.43,"body":"piece of it. But in order to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2595.43,"endTime":2597.62,"body":"ensure there's a data quality,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2595.43,"endTime":2597.62,"body":"you have to manage your meta"},{"speaker":"Datin Habsah, PETRONAS","startTime":2597.62,"endTime":2602.54,"body":"data, they must be the right"},{"speaker":"Datin Habsah, PETRONAS","startTime":2597.62,"endTime":2602.54,"body":"data standards and so forth. And"},{"speaker":"Datin Habsah, PETRONAS","startTime":2602.57,"endTime":2605.45,"body":"how do we make sure that you"},{"speaker":"Datin Habsah, PETRONAS","startTime":2602.57,"endTime":2605.45,"body":"have put the right data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2605.45,"endTime":2609.98,"body":"entitlement for instance, or"},{"speaker":"Datin Habsah, PETRONAS","startTime":2605.45,"endTime":2609.98,"body":"data security? When your AI is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2609.98,"endTime":2613.01,"body":"going to be processing personal"},{"speaker":"Datin Habsah, PETRONAS","startTime":2609.98,"endTime":2613.01,"body":"data, for instance. How do you"},{"speaker":"Datin Habsah, PETRONAS","startTime":2613.01,"endTime":2619.01,"body":"make sure that it is with"},{"speaker":"Datin Habsah, PETRONAS","startTime":2613.01,"endTime":2619.01,"body":"respect and properly manage that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2619.01,"endTime":2623.03,"body":"the AI solution is trustable."},{"speaker":"Datin Habsah, PETRONAS","startTime":2619.01,"endTime":2623.03,"body":"And those are the whole"},{"speaker":"Datin Habsah, PETRONAS","startTime":2623.03,"endTime":2626.36,"body":"components that we need to see"},{"speaker":"Datin Habsah, PETRONAS","startTime":2623.03,"endTime":2626.36,"body":"from the lens of the data prior"},{"speaker":"Datin Habsah, PETRONAS","startTime":2626.36,"endTime":2631.43,"body":"to the monetization of it on AI."},{"speaker":"Datin Habsah, PETRONAS","startTime":2626.36,"endTime":2631.43,"body":"So I think there is equally"},{"speaker":"Datin Habsah, PETRONAS","startTime":2631.43,"endTime":2636.29,"body":"focus, but I would say that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2631.43,"endTime":2636.29,"body":"start with your data first. I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2636.29,"endTime":2641.69,"body":"mean, put it right on your"},{"speaker":"Datin Habsah, PETRONAS","startTime":2636.29,"endTime":2641.69,"body":"steering wheel. And I think AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":2641.69,"endTime":2644.57,"body":"will just be at pace faster than"},{"speaker":"Datin Habsah, PETRONAS","startTime":2641.69,"endTime":2644.57,"body":"what you can imagine."},{"speaker":"Irza Suprapto","startTime":2644.63,"endTime":2646.52,"body":"That's just"},{"speaker":"Irza Suprapto","startTime":2644.63,"endTime":2646.52,"body":"fundamentals right. Get the"},{"speaker":"Irza Suprapto","startTime":2646.52,"endTime":2648.77,"body":"fundamentals right, and then"},{"speaker":"Irza Suprapto","startTime":2646.52,"endTime":2648.77,"body":"before you build something on"},{"speaker":"Irza Suprapto","startTime":2648.77,"endTime":2652.88,"body":"top of it. Thank you Datin and I"},{"speaker":"Irza Suprapto","startTime":2648.77,"endTime":2652.88,"body":"think I have one last question"},{"speaker":"Irza Suprapto","startTime":2652.91,"endTime":2656.57,"body":"before I let you go if you don't"},{"speaker":"Irza Suprapto","startTime":2652.91,"endTime":2656.57,"body":"mind. You know, we started this"},{"speaker":"Irza Suprapto","startTime":2656.57,"endTime":2659.81,"body":"conversation around, you know,"},{"speaker":"Irza Suprapto","startTime":2656.57,"endTime":2659.81,"body":"the different roles you've"},{"speaker":"Irza Suprapto","startTime":2659.81,"endTime":2663.08,"body":"played at Petronas, you've been"},{"speaker":"Irza Suprapto","startTime":2659.81,"endTime":2663.08,"body":"through different departments."},{"speaker":"Irza Suprapto","startTime":2663.44,"endTime":2665.57,"body":"And interestingly enough, I"},{"speaker":"Irza Suprapto","startTime":2663.44,"endTime":2665.57,"body":"think it was a couple of days"},{"speaker":"Irza Suprapto","startTime":2665.57,"endTime":2668.51,"body":"ago that Datin you posted"},{"speaker":"Irza Suprapto","startTime":2665.57,"endTime":2668.51,"body":"something on LinkedIn about"},{"speaker":"Irza Suprapto","startTime":2668.54,"endTime":2673.19,"body":"packing and keep posted about"},{"speaker":"Irza Suprapto","startTime":2668.54,"endTime":2673.19,"body":"what your next step will be. I"},{"speaker":"Irza Suprapto","startTime":2673.19,"endTime":2676.49,"body":"think that's something we are"},{"speaker":"Irza Suprapto","startTime":2673.19,"endTime":2676.49,"body":"all looking forward. But in the"},{"speaker":"Irza Suprapto","startTime":2676.49,"endTime":2680.0,"body":"vein of looking forward, you"},{"speaker":"Irza Suprapto","startTime":2676.49,"endTime":2680.0,"body":"know, what exactly within or"},{"speaker":"Irza Suprapto","startTime":2680.0,"endTime":2685.01,"body":"what areas within data or are"},{"speaker":"Irza Suprapto","startTime":2680.0,"endTime":2685.01,"body":"you most excited about what"},{"speaker":"Irza Suprapto","startTime":2685.04,"endTime":2688.61,"body":"drives you? What forces you to"},{"speaker":"Irza Suprapto","startTime":2685.04,"endTime":2688.61,"body":"continuously learn as well."},{"speaker":"Datin Habsah, PETRONAS","startTime":2689.45,"endTime":2692.6,"body":"I think"},{"speaker":"Datin Habsah, PETRONAS","startTime":2689.45,"endTime":2692.6,"body":"the first thing you know, I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2692.6,"endTime":2699.92,"body":"think I fall in love with data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2692.6,"endTime":2699.92,"body":"accidentally and the reason why"},{"speaker":"Datin Habsah, PETRONAS","startTime":2699.92,"endTime":2703.04,"body":"I say accidentally is because"},{"speaker":"Datin Habsah, PETRONAS","startTime":2699.92,"endTime":2703.04,"body":"very simple because I got to do"},{"speaker":"Datin Habsah, PETRONAS","startTime":2703.04,"endTime":2707.42,"body":"the job. And when I got to do"},{"speaker":"Datin Habsah, PETRONAS","startTime":2703.04,"endTime":2707.42,"body":"the job, I also have to upskill"},{"speaker":"Datin Habsah, PETRONAS","startTime":2707.42,"endTime":2712.67,"body":"myself. So I learned about it at"},{"speaker":"Datin Habsah, PETRONAS","startTime":2707.42,"endTime":2712.67,"body":"my started learning is from the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2712.67,"endTime":2716.63,"body":"data management dama. dama is my"},{"speaker":"Datin Habsah, PETRONAS","startTime":2712.67,"endTime":2716.63,"body":"reference. And I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":2716.63,"endTime":2720.74,"body":"why I'm so passionate about it."},{"speaker":"Datin Habsah, PETRONAS","startTime":2716.63,"endTime":2720.74,"body":"And what I'm so passionate about"},{"speaker":"Datin Habsah, PETRONAS","startTime":2720.74,"endTime":2726.89,"body":"is, I'm seeing what we envision"},{"speaker":"Datin Habsah, PETRONAS","startTime":2720.74,"endTime":2726.89,"body":"as vision, we translate into"},{"speaker":"Datin Habsah, PETRONAS","startTime":2726.89,"endTime":2730.37,"body":"strategy, putting into action,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2726.89,"endTime":2730.37,"body":"we're not seeing the impact."},{"speaker":"Datin Habsah, PETRONAS","startTime":2730.88,"endTime":2734.78,"body":"What I'm seeing more, I would"},{"speaker":"Datin Habsah, PETRONAS","startTime":2730.88,"endTime":2734.78,"body":"say excited about is, is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2734.78,"endTime":2739.55,"body":"actually the results by the"},{"speaker":"Datin Habsah, PETRONAS","startTime":2734.78,"endTime":2739.55,"body":"user, what the user testimony,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2739.58,"endTime":2743.27,"body":"you know, how it has helped"},{"speaker":"Datin Habsah, PETRONAS","startTime":2739.58,"endTime":2743.27,"body":"them? How it can make things"},{"speaker":"Datin Habsah, PETRONAS","startTime":2743.27,"endTime":2747.62,"body":"faster for them. I think that's"},{"speaker":"Datin Habsah, PETRONAS","startTime":2743.27,"endTime":2747.62,"body":"what gave me really, you know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2747.62,"endTime":2753.35,"body":"the adrenaline push, I will say,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2747.62,"endTime":2753.35,"body":"to see the impact. I will not I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2753.35,"endTime":2757.22,"body":"will say that the efforts is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2753.35,"endTime":2757.22,"body":"very challenging. I mean, you"},{"speaker":"Datin Habsah, PETRONAS","startTime":2757.22,"endTime":2761.27,"body":"can attest that to my teams,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2757.22,"endTime":2761.27,"body":"they really are really hard"},{"speaker":"Datin Habsah, PETRONAS","startTime":2761.27,"endTime":2765.02,"body":"working team very committed. But"},{"speaker":"Datin Habsah, PETRONAS","startTime":2761.27,"endTime":2765.02,"body":"I think what's more important is"},{"speaker":"Datin Habsah, PETRONAS","startTime":2765.26,"endTime":2767.45,"body":"the strategy must be right. I"},{"speaker":"Datin Habsah, PETRONAS","startTime":2765.26,"endTime":2767.45,"body":"think that's what's more"},{"speaker":"Datin Habsah, PETRONAS","startTime":2767.45,"endTime":2773.3,"body":"important, and having to spend"},{"speaker":"Datin Habsah, PETRONAS","startTime":2767.45,"endTime":2773.3,"body":"five years in the data and AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":2773.33,"endTime":2777.65,"body":"think that's why I feel that"},{"speaker":"Datin Habsah, PETRONAS","startTime":2773.33,"endTime":2777.65,"body":"it's about time that I need to"},{"speaker":"Datin Habsah, PETRONAS","startTime":2777.65,"endTime":2780.92,"body":"move on to a different space."},{"speaker":"Datin Habsah, PETRONAS","startTime":2777.65,"endTime":2780.92,"body":"But even though I'm moving to a"},{"speaker":"Datin Habsah, PETRONAS","startTime":2780.92,"endTime":2784.94,"body":"different space, data, and AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":2780.92,"endTime":2784.94,"body":"will still be in that space."},{"speaker":"Datin Habsah, PETRONAS","startTime":2784.97,"endTime":2788.48,"body":"It's just not doing I will say"},{"speaker":"Datin Habsah, PETRONAS","startTime":2784.97,"endTime":2788.48,"body":"my role as the chief data"},{"speaker":"Datin Habsah, PETRONAS","startTime":2788.51,"endTime":2792.47,"body":"officer as a full time job. I'm"},{"speaker":"Datin Habsah, PETRONAS","startTime":2788.51,"endTime":2792.47,"body":"doing a different type of job,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2792.5,"endTime":2797.09,"body":"but it has that connected"},{"speaker":"Datin Habsah, PETRONAS","startTime":2792.5,"endTime":2797.09,"body":"connections with the data and AI"},{"speaker":"Datin Habsah, PETRONAS","startTime":2797.09,"endTime":2802.13,"body":"plus other things. As you know,"},{"speaker":"Datin Habsah, PETRONAS","startTime":2797.09,"endTime":2802.13,"body":"I'll keep you guys posted what"},{"speaker":"Datin Habsah, PETRONAS","startTime":2802.13,"endTime":2803.27,"body":"I'll be doing next."},{"speaker":"Irza Suprapto","startTime":2804.53,"endTime":2807.83,"body":"I think we've had"},{"speaker":"Irza Suprapto","startTime":2804.53,"endTime":2807.83,"body":"some clues from Datin herself,"},{"speaker":"Irza Suprapto","startTime":2807.86,"endTime":2811.4,"body":"you know, she can't let go of"},{"speaker":"Irza Suprapto","startTime":2807.86,"endTime":2811.4,"body":"what she says she accidentally"},{"speaker":"Irza Suprapto","startTime":2811.4,"endTime":2816.05,"body":"fell in love with. So obviously"},{"speaker":"Irza Suprapto","startTime":2811.4,"endTime":2816.05,"body":"data will be a big part of your"},{"speaker":"Irza Suprapto","startTime":2816.05,"endTime":2819.23,"body":"next stage as well. Okay with"},{"speaker":"Irza Suprapto","startTime":2816.05,"endTime":2819.23,"body":"that, I think Datin thank you"},{"speaker":"Irza Suprapto","startTime":2819.23,"endTime":2822.02,"body":"very much for your time. I'm"},{"speaker":"Irza Suprapto","startTime":2819.23,"endTime":2822.02,"body":"sorry, I think we've overrun by"},{"speaker":"Irza Suprapto","startTime":2822.02,"endTime":2825.14,"body":"quite a bit. Thank you again for"},{"speaker":"Irza Suprapto","startTime":2822.02,"endTime":2825.14,"body":"giving us the time to speak with"},{"speaker":"Irza Suprapto","startTime":2825.14,"endTime":2828.83,"body":"you today. And for every all of"},{"speaker":"Irza Suprapto","startTime":2825.14,"endTime":2828.83,"body":"our listeners, depending on when"},{"speaker":"Irza Suprapto","startTime":2828.83,"endTime":2833.18,"body":"this episode is published, you"},{"speaker":"Irza Suprapto","startTime":2828.83,"endTime":2833.18,"body":"should follow Datin on LinkedIn"},{"speaker":"Irza Suprapto","startTime":2833.24,"endTime":2836.81,"body":"and you hopefully will be able"},{"speaker":"Irza Suprapto","startTime":2833.24,"endTime":2836.81,"body":"to see what her next episode"},{"speaker":"Irza Suprapto","startTime":2836.87,"endTime":2841.34,"body":"will be like. Datin Habsah"},{"speaker":"Irza Suprapto","startTime":2836.87,"endTime":2841.34,"body":"Nordin thank you very much."},{"speaker":"Irza Suprapto","startTime":2845.09,"endTime":2845.99,"body":"Thank you."},{"speaker":"Irza, AIBP","startTime":2848.21,"endTime":2850.82,"body":"We hope you've"},{"speaker":"Irza, AIBP","startTime":2848.21,"endTime":2850.82,"body":"enjoyed the episode. For more"},{"speaker":"Irza, AIBP","startTime":2850.82,"endTime":2853.64,"body":"information about business"},{"speaker":"Irza, AIBP","startTime":2850.82,"endTime":2853.64,"body":"growth in the ASEAN region,"},{"speaker":"Irza, AIBP","startTime":2853.79,"endTime":2860.0,"body":"please visit our website"},{"speaker":"Irza, AIBP","startTime":2853.79,"endTime":2860.0,"body":"www.IoTbusiness-platform.com"}]}