{"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":14.22,"body":"focused on growth in the region."},{"speaker":"AIBP Intro","startTime":9.9,"endTime":14.22,"body":"Topics discussed include"},{"speaker":"AIBP Intro","startTime":14.22,"endTime":17.94,"body":"business strategy, sales and"},{"speaker":"AIBP Intro","startTime":14.22,"endTime":17.94,"body":"marketing, enterprise technology"},{"speaker":"AIBP Intro","startTime":17.97,"endTime":19.11,"body":"and innovation."},{"speaker":"Vanessa Kwan","startTime":28.24,"endTime":31.33,"body":"Hello and welcome"},{"speaker":"Vanessa Kwan","startTime":28.24,"endTime":31.33,"body":"to the ASEAN B2B growth podcast,"},{"speaker":"Vanessa Kwan","startTime":31.36,"endTime":33.79,"body":"where we sit down with"},{"speaker":"Vanessa Kwan","startTime":31.36,"endTime":33.79,"body":"individuals responsible for"},{"speaker":"Vanessa Kwan","startTime":33.79,"endTime":36.7,"body":"driving growth within their"},{"speaker":"Vanessa Kwan","startTime":33.79,"endTime":36.7,"body":"organizations here in Southeast"},{"speaker":"Vanessa Kwan","startTime":36.73,"endTime":40.96,"body":"Asia. My name is Vanessa, and"},{"speaker":"Vanessa Kwan","startTime":36.73,"endTime":40.96,"body":"I'll be your host for today, we"},{"speaker":"Vanessa Kwan","startTime":40.96,"endTime":44.47,"body":"have a very special guest"},{"speaker":"Vanessa Kwan","startTime":40.96,"endTime":44.47,"body":"joining us, Mr. Francis. Adrian"},{"speaker":"Vanessa Kwan","startTime":44.47,"endTime":47.98,"body":"Burnes, chief data scientist,"},{"speaker":"Vanessa Kwan","startTime":44.47,"endTime":47.98,"body":"head of data analytics, data"},{"speaker":"Vanessa Kwan","startTime":47.98,"endTime":51.58,"body":"science at Mega world"},{"speaker":"Vanessa Kwan","startTime":47.98,"endTime":51.58,"body":"Corporation. Mega world, founded"},{"speaker":"Vanessa Kwan","startTime":51.61,"endTime":55.63,"body":"in 1989 is a real estate company"},{"speaker":"Vanessa Kwan","startTime":51.61,"endTime":55.63,"body":"listed on the Philippines Stock"},{"speaker":"Vanessa Kwan","startTime":55.66,"endTime":61.06,"body":"Exchange boasting a market cap"},{"speaker":"Vanessa Kwan","startTime":55.66,"endTime":61.06,"body":"accident us $1.1 billion without"},{"speaker":"Vanessa Kwan","startTime":61.06,"endTime":64.39,"body":"further ado. May I invite mister"},{"speaker":"Vanessa Kwan","startTime":61.06,"endTime":64.39,"body":"Francis to give us a brief"},{"speaker":"Vanessa Kwan","startTime":64.39,"endTime":67.42,"body":"introduction of yourself, give"},{"speaker":"Vanessa Kwan","startTime":64.39,"endTime":67.42,"body":"us an idea of your background"},{"speaker":"Vanessa Kwan","startTime":67.42,"endTime":69.49,"body":"and perhaps share some personal"},{"speaker":"Vanessa Kwan","startTime":67.42,"endTime":69.49,"body":"hobbies."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":70.05,"endTime":72.24,"body":"Okay,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":70.05,"endTime":72.24,"body":"so thank you for that, Vanessa,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":72.24,"endTime":76.26,"body":"and it's actually very nice to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":72.24,"endTime":76.26,"body":"be invited in the podcast and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":76.29,"endTime":81.33,"body":"meet you again so well, as you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":76.29,"endTime":81.33,"body":"know, in my capacity as the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":81.33,"endTime":85.44,"body":"chief data scientist and the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":81.33,"endTime":85.44,"body":"head of data analytics, we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":85.5,"endTime":91.47,"body":"create here data science models,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":85.5,"endTime":91.47,"body":"but not just the fancy data"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":91.47,"endTime":95.97,"body":"science models. There are a lot"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":91.47,"endTime":95.97,"body":"of ways to approach data working"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":95.97,"endTime":99.21,"body":"with a big company like Mega"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":95.97,"endTime":99.21,"body":"world Corporation, and by"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":99.21,"endTime":103.83,"body":"extension, the Alliance, Global"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":99.21,"endTime":103.83,"body":"Group, which is a very large"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":103.83,"endTime":107.91,"body":"conglomerate in the Philippines,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":103.83,"endTime":107.91,"body":"is, well, it's actually very"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":107.91,"endTime":111.99,"body":"interesting. You know, one thing"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":107.91,"endTime":111.99,"body":"that I found is the larger the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":111.99,"endTime":117.6,"body":"company is, sometimes the simple"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":111.99,"endTime":117.6,"body":"data science models or even"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":117.6,"endTime":124.02,"body":"simple analytics sometimes does"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":117.6,"endTime":124.02,"body":"wonders for the for the for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":124.02,"endTime":127.5,"body":"driving growth, and that's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":124.02,"endTime":127.5,"body":"because you have the power of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":127.53,"endTime":132.9,"body":"big data to support you. Now,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":127.53,"endTime":132.9,"body":"let me discuss a bit why that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":132.9,"endTime":138.03,"body":"data that I am handling is a bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":132.9,"endTime":138.03,"body":"more interesting. So AGI, as a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":138.03,"endTime":142.14,"body":"company and as a conglomerate,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":138.03,"endTime":142.14,"body":"we have many subsidiaries that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":142.14,"endTime":145.32,"body":"are dealing with different"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":142.14,"endTime":145.32,"body":"operations. But really the core"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":145.32,"endTime":149.34,"body":"is all about real estate. And"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":145.32,"endTime":149.34,"body":"maybe, if I would like to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":149.34,"endTime":153.75,"body":"summarize it for you, the best"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":149.34,"endTime":153.75,"body":"word might not actually be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":153.75,"endTime":157.77,"body":"realistic. Maybe it's lifestyle."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":153.75,"endTime":157.77,"body":"AGI Alliance, global"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":157.8,"endTime":160.95,"body":"incorporation in the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":157.8,"endTime":160.95,"body":"Philippines, is all about"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":160.98,"endTime":163.74,"body":"lifestyle. Of course, the leader"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":160.98,"endTime":163.74,"body":"in there is Lego world"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":163.74,"endTime":168.24,"body":"Corporation building townships"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":163.74,"endTime":168.24,"body":"where each of our townships have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":168.24,"endTime":172.74,"body":"a very different personality. So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":168.24,"endTime":172.74,"body":"if you go here, and I would like"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":172.74,"endTime":176.97,"body":"to invite you, or anyone here"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":172.74,"endTime":176.97,"body":"visiting this podcast, you go to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":176.97,"endTime":180.36,"body":"the Venice Grand Canal McKinley,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":176.97,"endTime":180.36,"body":"it will give you a glimpse of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":180.36,"endTime":185.58,"body":"like Italy, if you go to our"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":180.36,"endTime":185.58,"body":"Eastwood city, it's like our new"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":185.58,"endTime":189.51,"body":"week Hollywood, where you see"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":185.58,"endTime":189.51,"body":"the local stars having their"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":189.51,"endTime":194.55,"body":"names imprinted over the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":189.51,"endTime":194.55,"body":"sidewalks, where with stars,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":194.58,"endTime":200.25,"body":"very similar to Hollywood and we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":194.58,"endTime":200.25,"body":"have, as well, other townships"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":200.25,"endTime":202.14,"body":"that are being planned. Let's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":200.25,"endTime":202.14,"body":"say, for example, like the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":202.14,"endTime":207.51,"body":"Newport kind of look like Macau."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":202.14,"endTime":207.51,"body":"So if you've been there, you've"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":207.51,"endTime":212.85,"body":"seen, well, it's really the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":207.51,"endTime":212.85,"body":"advocacy of our chairman, where,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":212.88,"endTime":219.51,"body":"for our Chairman, there are some"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":212.88,"endTime":219.51,"body":"Filipinos who might not be able"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":219.54,"endTime":224.52,"body":"to go regularly or visit some of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":219.54,"endTime":224.52,"body":"the places, and maybe mega world"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":224.58,"endTime":230.7,"body":"as a company and a lifestyle"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":224.58,"endTime":230.7,"body":"brand would want to bring that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":230.7,"endTime":234.45,"body":"to the Philippines. It's really"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":230.7,"endTime":234.45,"body":"nation building. Other brands"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":234.45,"endTime":238.02,"body":"are forced. McDonald's, as you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":234.45,"endTime":238.02,"body":"know, a very powerful in terms"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":238.02,"endTime":241.2,"body":"of merchandise. I will also have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":238.02,"endTime":241.2,"body":"the megawatt lifestyle and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":241.2,"endTime":244.86,"body":"hotels. And on top of the mega"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":241.2,"endTime":244.86,"body":"world hotels, you also have a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":244.86,"endTime":248.1,"body":"different world sibling company"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":244.86,"endTime":248.1,"body":"under the AGI conglomerate,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":248.1,"endTime":252.03,"body":"which is the travelers older of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":248.1,"endTime":252.03,"body":"a lot of the five star hotels"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":252.03,"endTime":256.53,"body":"here, the Mario, the Sheraton,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":252.03,"endTime":256.53,"body":"the Hilton, and recently, the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":256.53,"endTime":261.99,"body":"hotel the pura. And we also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":256.53,"endTime":261.99,"body":"have, emperor, the world's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":262.02,"endTime":267.81,"body":"largest and best selling"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":262.02,"endTime":267.81,"body":"branding, right? And we also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":267.81,"endTime":271.41,"body":"have startup builders, agile and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":267.81,"endTime":271.41,"body":"picaro, which competes with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":271.44,"endTime":275.73,"body":"grab, and actually many more,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":271.44,"endTime":275.73,"body":"like infra port. So a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":275.73,"endTime":282.87,"body":"those companies are under the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":275.73,"endTime":282.87,"body":"AGI CJ. And of course, if you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":283.02,"endTime":287.79,"body":"look at that different data, how"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":283.02,"endTime":287.79,"body":"they talk together is a little"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":287.79,"endTime":292.11,"body":"bit interesting. So this is why"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":287.79,"endTime":292.11,"body":"I think this position has a very"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":293.07,"endTime":294.21,"body":"huge potential."},{"speaker":"Vanessa Kwan","startTime":296.25,"endTime":298.41,"body":"Can you share a"},{"speaker":"Vanessa Kwan","startTime":296.25,"endTime":298.41,"body":"little bit more with us about"},{"speaker":"Vanessa Kwan","startTime":298.41,"endTime":301.95,"body":"how you are actually. Driving"},{"speaker":"Vanessa Kwan","startTime":298.41,"endTime":301.95,"body":"growth and innovation for mega"},{"speaker":"Vanessa Kwan","startTime":301.95,"endTime":303.99,"body":"work, with regards to the"},{"speaker":"Vanessa Kwan","startTime":301.95,"endTime":303.99,"body":"current role that you are"},{"speaker":"Vanessa Kwan","startTime":303.99,"endTime":307.11,"body":"sitting on as the chief data"},{"speaker":"Vanessa Kwan","startTime":303.99,"endTime":307.11,"body":"scientist and head of data"},{"speaker":"Vanessa Kwan","startTime":307.11,"endTime":307.86,"body":"analytics."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":309.64,"endTime":314.41,"body":"Well,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":309.64,"endTime":314.41,"body":"I think any data scientist has"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":314.47,"endTime":318.52,"body":"that opportunity to actually"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":314.47,"endTime":318.52,"body":"provide the growth that the the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":318.55,"endTime":323.68,"body":"company needs, just by"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":318.55,"endTime":323.68,"body":"analyzing, for example, what"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":323.68,"endTime":327.25,"body":"strategies in the past have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":323.68,"endTime":327.25,"body":"worked for them, which brought"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":327.28,"endTime":332.56,"body":"in more sales and which one"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":327.28,"endTime":332.56,"body":"haven't been as successful. So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":332.59,"endTime":338.32,"body":"really, at its simplicity or at"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":332.59,"endTime":338.32,"body":"score, this is how we as data"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":338.32,"endTime":343.9,"body":"scientists drive value and and,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":338.32,"endTime":343.9,"body":"you know what? For a big company"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":343.9,"endTime":347.44,"body":"like Corporation, and for,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":343.9,"endTime":347.44,"body":"hopefully, a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":347.44,"endTime":351.76,"body":"conglomerates here in a cm"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":347.44,"endTime":351.76,"body":"region, you have the benefit of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":352.0,"endTime":357.79,"body":"having a huge data set that you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":352.0,"endTime":357.79,"body":"can analyze and you can further"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":357.79,"endTime":363.01,"body":"Submit. The benefit of that."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":357.79,"endTime":363.01,"body":"Interestingly, for someone for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":363.01,"endTime":367.06,"body":"mega world, who, by the way, is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":363.01,"endTime":367.06,"body":"celebrating its 35th year, by"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":367.06,"endTime":371.02,"body":"this year, is that you'll be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":367.06,"endTime":371.02,"body":"able to see what we call in data"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":371.02,"endTime":377.17,"body":"science, the domain shift. But"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":371.02,"endTime":377.17,"body":"the more well, maybe the simpler"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":377.17,"endTime":381.58,"body":"term is like the generational"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":377.17,"endTime":381.58,"body":"shift in terms of the behavior"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":381.58,"endTime":384.73,"body":"and how you would now want to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":381.58,"endTime":384.73,"body":"point your company to adapt to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":384.73,"endTime":389.8,"body":"the trends. Now the more flashy"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":384.73,"endTime":389.8,"body":"ones, which may not be as"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":389.8,"endTime":393.49,"body":"applicable to other data well,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":389.8,"endTime":393.49,"body":"other conglomerates and other"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":393.49,"endTime":397.33,"body":"companies as we do, invent"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":393.49,"endTime":397.33,"body":"things for data science models"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":397.36,"endTime":401.53,"body":"or ai ai products, let's say,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":397.36,"endTime":401.53,"body":"for example, the accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":401.53,"endTime":406.72,"body":"detection, which happily won the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":401.53,"endTime":406.72,"body":"award from AIB. And also, we're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":406.78,"endTime":412.72,"body":"developing some type of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":406.78,"endTime":412.72,"body":"geospatial project as well, is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":413.35,"endTime":418.72,"body":"we want to develop products that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":413.35,"endTime":418.72,"body":"would, well, of course, enhance"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":418.72,"endTime":424.6,"body":"the safety of our locators,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":418.72,"endTime":424.6,"body":"because the product is a bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":425.08,"endTime":429.7,"body":"different. When I say that the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":425.08,"endTime":429.7,"body":"product's a bit different, not a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":429.7,"endTime":435.25,"body":"lot of suppliers will rush to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":429.7,"endTime":435.25,"body":"produce or to mass produce the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":435.28,"endTime":440.02,"body":"AI projects that we need. Let's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":435.28,"endTime":440.02,"body":"say, for example, unlike you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":440.02,"endTime":444.46,"body":"know, for example, we have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":440.02,"endTime":444.46,"body":"McDonald's right. Hunger is a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":444.46,"endTime":450.49,"body":"basic, is a basic for food is a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":444.46,"endTime":450.49,"body":"basic need that McDonald's can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":450.49,"endTime":455.38,"body":"mass produce, which is, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":450.49,"endTime":455.38,"body":"example, burger price. And"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":455.38,"endTime":459.91,"body":"everybody needs that. So there"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":455.38,"endTime":459.91,"body":"is some point to scaling or"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":459.91,"endTime":464.53,"body":"producing a lot, but for someone"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":459.91,"endTime":464.53,"body":"who's product is the township"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":464.53,"endTime":467.62,"body":"and is which is an integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":464.53,"endTime":467.62,"body":"development. And let me explain"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":467.62,"endTime":471.13,"body":"what that is. Integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":467.62,"endTime":471.13,"body":"Development is like creation of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":471.13,"endTime":475.27,"body":"a mini city where components are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":471.13,"endTime":475.27,"body":"present. That's why it's called"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":475.3,"endTime":478.51,"body":"integrated. Integrated, meaning"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":475.3,"endTime":478.51,"body":"there's hotel, there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":478.51,"endTime":483.82,"body":"residential, there's malls, and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":478.51,"endTime":483.82,"body":"they all harmoniously, work"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":483.82,"endTime":491.05,"body":"together. And because of that,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":483.82,"endTime":491.05,"body":"that kind of product sometimes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":491.05,"endTime":498.91,"body":"have less suppliers. So for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":491.05,"endTime":498.91,"body":"example, compared to well, the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":498.91,"endTime":504.16,"body":"bigger or the more the vanilla"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":498.91,"endTime":504.16,"body":"type developer, which produce a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":504.16,"endTime":508.9,"body":"lot of buildings. You may have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":504.16,"endTime":508.9,"body":"ai products that serve you on a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":508.96,"endTime":513.25,"body":"building level, but because your"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":508.96,"endTime":513.25,"body":"product is integrated, the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":513.25,"endTime":518.59,"body":"harmonious integration of all"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":513.25,"endTime":518.59,"body":"these components, that product"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":518.59,"endTime":521.38,"body":"may not necessarily be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":518.59,"endTime":521.38,"body":"attainable, and we sometimes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":521.38,"endTime":527.05,"body":"want to develop that so that we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":521.38,"endTime":527.05,"body":"can enhance the safety, but we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":527.05,"endTime":529.96,"body":"will also be moving forward with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":527.05,"endTime":529.96,"body":"the other objectives, which is,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":529.99,"endTime":533.59,"body":"of course, to increase"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":529.99,"endTime":533.59,"body":"operational efficiency. Then, of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":533.59,"endTime":536.35,"body":"course, maybe in the future,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":533.59,"endTime":536.35,"body":"increase the profits."},{"speaker":"Vanessa Kwan","startTime":538.29,"endTime":540.27,"body":"Understand,"},{"speaker":"Vanessa Kwan","startTime":538.29,"endTime":540.27,"body":"earlier you spoke about the"},{"speaker":"Vanessa Kwan","startTime":540.3,"endTime":544.47,"body":"accident detection software that"},{"speaker":"Vanessa Kwan","startTime":540.3,"endTime":544.47,"body":"won the AIBP ASEAN enterprise"},{"speaker":"Vanessa Kwan","startTime":544.5,"endTime":547.92,"body":"innovation awards for the"},{"speaker":"Vanessa Kwan","startTime":544.5,"endTime":547.92,"body":"Philippines last year. You know,"},{"speaker":"Vanessa Kwan","startTime":547.95,"endTime":550.62,"body":"it represents cutting edge"},{"speaker":"Vanessa Kwan","startTime":547.95,"endTime":550.62,"body":"computer vision model trained"},{"speaker":"Vanessa Kwan","startTime":550.62,"endTime":555.6,"body":"using AI mainly to identify and"},{"speaker":"Vanessa Kwan","startTime":550.62,"endTime":555.6,"body":"analyze vehicular coalitions on"},{"speaker":"Vanessa Kwan","startTime":555.6,"endTime":558.84,"body":"the road. Perhaps you can share"},{"speaker":"Vanessa Kwan","startTime":555.6,"endTime":558.84,"body":"with us what inspired the"},{"speaker":"Vanessa Kwan","startTime":558.84,"endTime":562.35,"body":"creation of this software. You"},{"speaker":"Vanessa Kwan","startTime":558.84,"endTime":562.35,"body":"know, how do you see mega work"},{"speaker":"Vanessa Kwan","startTime":562.35,"endTime":566.19,"body":"utilizing data science and AI to"},{"speaker":"Vanessa Kwan","startTime":562.35,"endTime":566.19,"body":"address the unique challenges"},{"speaker":"Vanessa Kwan","startTime":566.22,"endTime":569.22,"body":"and opportunities faced within"},{"speaker":"Vanessa Kwan","startTime":566.22,"endTime":569.22,"body":"these townships in the"},{"speaker":"Vanessa Kwan","startTime":569.22,"endTime":569.91,"body":"Philippines?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":573.48,"endTime":576.24,"body":"the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":573.48,"endTime":576.24,"body":"opportunity, or the idea of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":576.24,"endTime":581.46,"body":"developing the accident that is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":576.24,"endTime":581.46,"body":"also came from analyzing that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":581.79,"endTime":585.75,"body":"there are not major absence, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":581.79,"endTime":585.75,"body":"minor absence and bicycle"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":586.17,"endTime":589.71,"body":"absences in the township. And"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":586.17,"endTime":589.71,"body":"you know this is what separates"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":589.71,"endTime":593.52,"body":"us from other developers,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":589.71,"endTime":593.52,"body":"because you are an integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":593.52,"endTime":597.33,"body":"development. Integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":593.52,"endTime":597.33,"body":"developer, the integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":597.33,"endTime":602.22,"body":"developments have function."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":597.33,"endTime":602.22,"body":"Realities of a mini city. And a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":602.22,"endTime":608.4,"body":"mini city has what it has, its"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":602.22,"endTime":608.4,"body":"own fire, fire trucks, policemen"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":608.52,"endTime":615.09,"body":"for orders. So what happened is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":608.52,"endTime":615.09,"body":"that sometimes, with the during"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":615.09,"endTime":619.71,"body":"the pandemic, a lot of people"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":615.09,"endTime":619.71,"body":"have started the spikes, the new"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":619.71,"endTime":624.87,"body":"word, creating your cities? For"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":619.71,"endTime":624.87,"body":"example, a lot of our cities"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":624.87,"endTime":629.16,"body":"here in Asia region would"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":624.87,"endTime":629.16,"body":"probably be like that. You"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":629.16,"endTime":633.39,"body":"weren't really thinking of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":629.16,"endTime":633.39,"body":"youth, the huge amount of bikes,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":633.39,"endTime":637.38,"body":"right? You maybe are just so the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":633.39,"endTime":637.38,"body":"bike lanes, they're kind of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":638.73,"endTime":643.62,"body":"nascent or recent for a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":638.73,"endTime":643.62,"body":"it right? So that being the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":643.62,"endTime":647.34,"body":"case, there is new there are new"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":643.62,"endTime":647.34,"body":"developments. There are new"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":647.43,"endTime":652.11,"body":"yourself, seemingly the high"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":647.43,"endTime":652.11,"body":"enough amount of accidents also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":652.14,"endTime":659.31,"body":"particularly, maybe because that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":652.14,"endTime":659.31,"body":"a lot of people started to also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":659.34,"endTime":662.13,"body":"just learn. So maybe that's also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":659.34,"endTime":662.13,"body":"one of the reason I'm just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":662.16,"endTime":667.41,"body":"thinking right now. But so, so"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":662.16,"endTime":667.41,"body":"as an integrated developer whose"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":667.41,"endTime":673.56,"body":"job is to keep everyone safe"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":667.41,"endTime":673.56,"body":"inside your own country, we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":673.56,"endTime":678.72,"body":"needed to find a faster way to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":673.56,"endTime":678.72,"body":"respond, because sometimes some"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":678.72,"endTime":681.84,"body":"of those who may actually fall,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":678.72,"endTime":681.84,"body":"let's say, for example, maybe an"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":681.84,"endTime":686.55,"body":"old person you might want to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":681.84,"endTime":686.55,"body":"respond respond faster, because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":686.61,"endTime":691.41,"body":"you increase the chance of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":686.61,"endTime":691.41,"body":"making that injury less severe"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":691.47,"endTime":695.49,"body":"with faster response. And as you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":691.47,"endTime":695.49,"body":"know, with accidents, sometimes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":695.73,"endTime":699.33,"body":"the difference, but like"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":695.73,"endTime":699.33,"body":"difference between life and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":699.33,"endTime":703.71,"body":"death can just mean a couple of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":699.33,"endTime":703.71,"body":"seconds, right? If you often"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":703.71,"endTime":709.32,"body":"heard this in a lot of your"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":703.71,"endTime":709.32,"body":"movies, for example, or being"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":709.35,"endTime":714.9,"body":"advertised, or anecdotes where,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":709.35,"endTime":714.9,"body":"if only the ambulance have been"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":714.9,"endTime":717.93,"body":"here a few seconds before we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":714.9,"endTime":717.93,"body":"would have administered"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":717.96,"endTime":723.12,"body":"Emergency, emergency response,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":717.96,"endTime":723.12,"body":"and he would have lived or she"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":723.12,"endTime":725.52,"body":"would have lived, right,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":723.12,"endTime":725.52,"body":"something like that. So that,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":725.52,"endTime":730.62,"body":"being the case, this inspired us"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":725.52,"endTime":730.62,"body":"to actually create one. Why"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":730.62,"endTime":736.47,"body":"create? Because we have search"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":730.62,"endTime":736.47,"body":"for suppliers, and no suppliers"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":736.5,"endTime":739.86,"body":"are able to provide this."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":736.5,"endTime":739.86,"body":"Because, again, the need or the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":739.86,"endTime":743.76,"body":"demand is very low. The leader,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":739.86,"endTime":743.76,"body":"the demand is very low because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":743.88,"endTime":748.14,"body":"the creator of integrated"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":743.88,"endTime":748.14,"body":"township for developments are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":748.14,"endTime":751.83,"body":"actually few. So because there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":748.14,"endTime":751.83,"body":"no supply for that, why would I"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":751.86,"endTime":755.61,"body":"create a Demand just solely for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":751.86,"endTime":755.61,"body":"that kind of product, if there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":755.61,"endTime":759.63,"body":"only one in the Philippines,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":755.61,"endTime":759.63,"body":"right? So that that dilemma"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":759.63,"endTime":764.49,"body":"allowed us to take, maybe we can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":759.63,"endTime":764.49,"body":"invent it right there's, there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":764.49,"endTime":769.23,"body":"a lot of the technology has"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":764.49,"endTime":769.23,"body":"gotten a little bit better, and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":769.23,"endTime":772.5,"body":"we have very talented, even"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":769.23,"endTime":772.5,"body":"young professionals right now"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":772.5,"endTime":778.98,"body":"who are more about the work,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":772.5,"endTime":778.98,"body":"implementing their their ideas."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":779.1,"endTime":785.43,"body":"And maybe if we pull all of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":779.1,"endTime":785.43,"body":"this, we'll find that solution"},{"speaker":"Vanessa Kwan","startTime":787.8,"endTime":791.31,"body":"Can you share some"},{"speaker":"Vanessa Kwan","startTime":787.8,"endTime":791.31,"body":"specific insights or like matrix"},{"speaker":"Vanessa Kwan","startTime":791.34,"endTime":794.49,"body":"from the deployment of this"},{"speaker":"Vanessa Kwan","startTime":791.34,"endTime":794.49,"body":"particular software in South"},{"speaker":"Vanessa Kwan","startTime":794.49,"endTime":798.24,"body":"wood cities that led to policy"},{"speaker":"Vanessa Kwan","startTime":794.49,"endTime":798.24,"body":"improvements, safer roads? You"},{"speaker":"Vanessa Kwan","startTime":798.24,"endTime":800.76,"body":"know what? What were some of the"},{"speaker":"Vanessa Kwan","startTime":798.24,"endTime":800.76,"body":"results that were achieved in"},{"speaker":"Vanessa Kwan","startTime":800.76,"endTime":801.72,"body":"the initial pilot."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":802.68,"endTime":804.06,"body":"so"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":802.68,"endTime":804.06,"body":"for the accident detection"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":804.06,"endTime":808.2,"body":"software, it's able to detect"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":804.06,"endTime":808.2,"body":"when two objects are about to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":808.2,"endTime":812.4,"body":"collide. It uses, or it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":808.2,"endTime":812.4,"body":"predicts, the trajectory. For"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":812.4,"endTime":817.56,"body":"example, one object is going 90"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":812.4,"endTime":817.56,"body":"degree and one object is going"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":817.56,"endTime":821.07,"body":"at 45 degree, using the speed as"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":817.56,"endTime":821.07,"body":"well, okay, these two will"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":821.07,"endTime":824.28,"body":"collide more often than not. We"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":821.07,"endTime":824.28,"body":"have a lot of false positive"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":824.28,"endTime":828.93,"body":"because, of course, if you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":824.28,"endTime":828.93,"body":"driven in in an emerging"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":828.93,"endTime":831.99,"body":"economy, you know that they're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":828.93,"endTime":831.99,"body":"very expert in avoiding those"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":831.99,"endTime":835.23,"body":"collisions. So it would look"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":831.99,"endTime":835.23,"body":"like in the camera that they"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":835.23,"endTime":838.56,"body":"would collide, but they would"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":835.23,"endTime":838.56,"body":"actually stop. But sometimes, if"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":838.56,"endTime":845.55,"body":"it does happen, then we are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":838.56,"endTime":845.55,"body":"notified by an alarm. So now in"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":845.55,"endTime":849.18,"body":"the Southwood city, there were"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":845.55,"endTime":849.18,"body":"around 400 incidents of that,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":849.21,"endTime":852.87,"body":"and we were developing here that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":849.21,"endTime":852.87,"body":"it's all minor, it's all just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":852.87,"endTime":857.1,"body":"bicycle accidents, so nothing"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":852.87,"endTime":857.1,"body":"really classified as a major"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":857.1,"endTime":862.23,"body":"traffic accident, right? So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":857.1,"endTime":862.23,"body":"using this, we were able to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":862.23,"endTime":866.28,"body":"pinpoint or locate on that CCTV."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":862.23,"endTime":866.28,"body":"Then we were able to see what"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":866.28,"endTime":871.08,"body":"spot it actually that accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":866.28,"endTime":871.08,"body":"actually occurs. Of course, we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":871.08,"endTime":875.64,"body":"couple that with the vanilla"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":871.08,"endTime":875.64,"body":"dashboard where the locations"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":876.09,"endTime":881.01,"body":"happen. So we have a heat map."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":876.09,"endTime":881.01,"body":"That being the case, we were"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":881.04,"endTime":887.4,"body":"able to now review the scheme"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":881.04,"endTime":887.4,"body":"there and devise a new traffic"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":887.4,"endTime":893.28,"body":"flow, eliminating almost 90% of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":887.4,"endTime":893.28,"body":"that accident act, if I'm not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":893.28,"endTime":897.72,"body":"mistaken, around 92% so the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":893.28,"endTime":897.72,"body":"accidents are so much new after"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":897.72,"endTime":901.41,"body":"that, because, of course, it's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":897.72,"endTime":901.41,"body":"not. Just the detection. At the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":901.41,"endTime":904.11,"body":"end of the day, accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":901.41,"endTime":904.11,"body":"detection is just accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":904.14,"endTime":908.01,"body":"detection. It's just the text."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":904.14,"endTime":908.01,"body":"It's about our response. But it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":908.01,"endTime":911.67,"body":"wouldn't have happened if the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":908.01,"endTime":911.67,"body":"detection were able to record"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":912.06,"endTime":917.07,"body":"and notify what time and what"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":912.06,"endTime":917.07,"body":"location it is happening. And I"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":917.07,"endTime":921.09,"body":"guess for a lot of our going"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":917.07,"endTime":921.09,"body":"back, and certainly back to your"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":921.09,"endTime":924.0,"body":"first question. That is, where"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":921.09,"endTime":924.0,"body":"data scientist actually does"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":924.24,"endTime":928.8,"body":"drive or data scientists do"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":924.24,"endTime":928.8,"body":"drive the growth or produce"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":928.8,"endTime":933.39,"body":"values. It's really where you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":928.8,"endTime":933.39,"body":"can, if you gather the data, and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":933.39,"endTime":939.99,"body":"you can pinpoint the pain point"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":933.39,"endTime":939.99,"body":"actually, or that which you want"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":939.99,"endTime":944.31,"body":"to resolve, it's easier to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":939.99,"endTime":944.31,"body":"tackle, because without data,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":944.34,"endTime":952.59,"body":"what a company would be doing is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":944.34,"endTime":952.59,"body":"to blindly, blindly think of or"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":952.62,"endTime":959.28,"body":"maybe use intuition, which, by"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":952.62,"endTime":959.28,"body":"the way, may always may may"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":959.28,"endTime":962.82,"body":"actually be correct. So some of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":959.28,"endTime":962.82,"body":"our experienced leaders have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":962.82,"endTime":966.21,"body":"intuitions that are so powerful"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":962.82,"endTime":966.21,"body":"that they are more powerful than"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":966.21,"endTime":970.08,"body":"the data, and that's that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":966.21,"endTime":970.08,"body":"happens, but, but sometimes,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":970.8,"endTime":973.92,"body":"because of the wide variety,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":970.8,"endTime":973.92,"body":"maybe, for example, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":973.92,"endTime":977.97,"body":"megawatt, where you have a lot"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":973.92,"endTime":977.97,"body":"of subsidiaries, maybe it will"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":977.97,"endTime":982.14,"body":"be very helpful to really just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":977.97,"endTime":982.14,"body":"pinpoint and act fast, because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":982.2,"endTime":987.93,"body":"it's no secret that a larger"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":982.2,"endTime":987.93,"body":"company acts made, finds it more"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":987.93,"endTime":992.1,"body":"difficult to respond faster"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":987.93,"endTime":992.1,"body":"because of its size. But the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":992.1,"endTime":995.97,"body":"data science, if you can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":992.1,"endTime":995.97,"body":"pinpoint the data or the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":995.97,"endTime":997.95,"body":"insights produced, like for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":995.97,"endTime":997.95,"body":"example, for the accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":997.95,"endTime":1001.79,"body":"detection, makes it a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":997.95,"endTime":1001.79,"body":"faster to develop that solution."},{"speaker":"Vanessa Kwan","startTime":1003.32,"endTime":1005.93,"body":"understand, you"},{"speaker":"Vanessa Kwan","startTime":1003.32,"endTime":1005.93,"body":"know, in such instances, when"},{"speaker":"Vanessa Kwan","startTime":1005.93,"endTime":1009.11,"body":"you are rolling out certain"},{"speaker":"Vanessa Kwan","startTime":1005.93,"endTime":1009.11,"body":"projects, certain initiatives"},{"speaker":"Vanessa Kwan","startTime":1009.14,"endTime":1013.16,"body":"that are driven from the data"},{"speaker":"Vanessa Kwan","startTime":1009.14,"endTime":1013.16,"body":"science team, how do you usually"},{"speaker":"Vanessa Kwan","startTime":1013.16,"endTime":1016.28,"body":"get the buy in from the"},{"speaker":"Vanessa Kwan","startTime":1013.16,"endTime":1016.28,"body":"management team? Is it something"},{"speaker":"Vanessa Kwan","startTime":1016.31,"endTime":1020.0,"body":"that you would have to present a"},{"speaker":"Vanessa Kwan","startTime":1016.31,"endTime":1020.0,"body":"proof of concept, convince them?"},{"speaker":"Vanessa Kwan","startTime":1020.27,"endTime":1023.39,"body":"And then in such instances, how"},{"speaker":"Vanessa Kwan","startTime":1020.27,"endTime":1023.39,"body":"would the company then decide,"},{"speaker":"Vanessa Kwan","startTime":1023.63,"endTime":1026.75,"body":"you know, what kind of resources"},{"speaker":"Vanessa Kwan","startTime":1023.63,"endTime":1026.75,"body":"are they going to prioritize and"},{"speaker":"Vanessa Kwan","startTime":1026.75,"endTime":1029.75,"body":"advocate? For example, in this"},{"speaker":"Vanessa Kwan","startTime":1026.75,"endTime":1029.75,"body":"instance, the accident detection"},{"speaker":"Vanessa Kwan","startTime":1029.75,"endTime":1030.23,"body":"software,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1030.98,"endTime":1034.91,"body":"okay?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1030.98,"endTime":1034.91,"body":"Well, there are many ways to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1034.94,"endTime":1038.48,"body":"actually get your proposal"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1034.94,"endTime":1038.48,"body":"across, but one that I found"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1038.54,"endTime":1042.62,"body":"very, quite, very powerful is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1038.54,"endTime":1042.62,"body":"actually to present what you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1042.62,"endTime":1048.08,"body":"said, the proof of concept or a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1042.62,"endTime":1048.08,"body":"prototype. I guess it's that not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1048.08,"endTime":1052.67,"body":"that uncommon. If you watch"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1048.08,"endTime":1052.67,"body":"series like Shark tanks, they"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1052.67,"endTime":1055.58,"body":"kind of need to see what they're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1052.67,"endTime":1055.58,"body":"investing into, and that's just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1055.58,"endTime":1060.89,"body":"being a good investor or a good"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1055.58,"endTime":1060.89,"body":"management for example. So I"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1060.89,"endTime":1063.95,"body":"often come to them and show a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1060.89,"endTime":1063.95,"body":"proof of concept. And then, of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1063.95,"endTime":1067.64,"body":"course, now, with the this, with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1063.95,"endTime":1067.64,"body":"the resource, okay, with the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1067.64,"endTime":1073.07,"body":"resource, it's actually now up"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1067.64,"endTime":1073.07,"body":"to you, for investors, if they"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1073.07,"endTime":1076.25,"body":"like the prototype, okay, how"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1073.07,"endTime":1076.25,"body":"much do you need? Of course,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1076.28,"endTime":1080.3,"body":"they might have some some"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1076.28,"endTime":1080.3,"body":"benchmark. And of course, doing"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1080.3,"endTime":1083.66,"body":"some studies or comparing with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1080.3,"endTime":1083.66,"body":"how much it would cost by"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1083.66,"endTime":1086.84,"body":"outside or maybe, for example,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1083.66,"endTime":1086.84,"body":"for the accident, how much it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1086.84,"endTime":1091.07,"body":"would cost to have to ensure all"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1086.84,"endTime":1091.07,"body":"those 400 accidents. Maybe that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1091.07,"endTime":1097.31,"body":"would be a basis of a cost,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1091.07,"endTime":1097.31,"body":"right? But it's really just one"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1097.31,"endTime":1100.4,"body":"one way, because, for example,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1097.31,"endTime":1100.4,"body":"for a project like accident"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1100.4,"endTime":1104.33,"body":"detection, where it's really"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1100.4,"endTime":1104.33,"body":"about safety, sometimes just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1104.33,"endTime":1108.05,"body":"using the word safety should be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1104.33,"endTime":1108.05,"body":"enough for for the for the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1108.05,"endTime":1111.53,"body":"management. Yes, we want safety,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1108.05,"endTime":1111.53,"body":"even though it's expensive. Of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1111.53,"endTime":1114.71,"body":"course, if that's too expensive,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1111.53,"endTime":1114.71,"body":"we're going to have to cut it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1114.71,"endTime":1118.91,"body":"down. But the considerations are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1114.71,"endTime":1118.91,"body":"a little bit different. Say, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1118.91,"endTime":1126.56,"body":"example, we are going to propose"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1118.91,"endTime":1126.56,"body":"a data science project, or a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1126.56,"endTime":1132.71,"body":"proposal where an existing"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1126.56,"endTime":1132.71,"body":"competitor, or maybe a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1132.71,"endTime":1135.83,"body":"commercialized product exists,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1132.71,"endTime":1135.83,"body":"then maybe the main"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1135.83,"endTime":1138.77,"body":"consideration would really just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1135.83,"endTime":1138.77,"body":"be the total cost, because it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1138.77,"endTime":1143.21,"body":"already exists. Maybe also not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1138.77,"endTime":1143.21,"body":"the total cost. I think there"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1143.21,"endTime":1145.85,"body":"are a lot of Conservations, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1143.21,"endTime":1145.85,"body":"I'm destroying it all here so"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1145.85,"endTime":1149.69,"body":"that many people can plan"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1145.85,"endTime":1149.69,"body":"accordingly. Not just the total"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1149.69,"endTime":1153.71,"body":"cost. Will be the quality of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1149.69,"endTime":1153.71,"body":"response, actually. So this is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1153.71,"endTime":1156.29,"body":"something that not a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1153.71,"endTime":1156.29,"body":"people are going to be talking"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1156.29,"endTime":1162.92,"body":"about, but when you when you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1156.29,"endTime":1162.92,"body":"have this data products, it's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1162.92,"endTime":1168.86,"body":"very dependent on the data it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1162.92,"endTime":1168.86,"body":"learned upon. So if the data it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1168.86,"endTime":1173.03,"body":"learned upon is actually quite"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1168.86,"endTime":1173.03,"body":"different from yours, then it's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1173.03,"endTime":1178.76,"body":"possible that the accuracy is so"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1173.03,"endTime":1178.76,"body":"much less. For example, a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1178.79,"endTime":1183.08,"body":"maybe the providers that are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1178.79,"endTime":1183.08,"body":"coming from America have used"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1183.08,"endTime":1186.5,"body":"data that are coming from"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1183.08,"endTime":1186.5,"body":"America, and therefore, when you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1186.5,"endTime":1193.19,"body":"use it in deployed here in Asia,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1186.5,"endTime":1193.19,"body":"where the demographics the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1193.19,"endTime":1197.45,"body":"landscape are different, it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1193.19,"endTime":1197.45,"body":"might not be as accurate. So let"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1197.45,"endTime":1201.47,"body":"me share with you something. For"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1197.45,"endTime":1201.47,"body":"example. About the age and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1201.47,"endTime":1204.62,"body":"gender detection, you also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1201.47,"endTime":1204.62,"body":"develop something like that. Oh,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1204.62,"endTime":1207.41,"body":"by the way, that can be a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1204.62,"endTime":1207.41,"body":"prototype for you, if you ever"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1207.44,"endTime":1211.61,"body":"visit here. But having to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1207.44,"endTime":1211.61,"body":"develop that. And we all know"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1211.61,"endTime":1217.97,"body":"that the facial structure of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1211.61,"endTime":1217.97,"body":"West, the Caucasians, are a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1217.97,"endTime":1223.34,"body":"little bit different. And"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1217.97,"endTime":1223.34,"body":"therefore, when we try the model"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1223.34,"endTime":1229.73,"body":"that have been created using"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1223.34,"endTime":1229.73,"body":"those, then the predictions for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1229.73,"endTime":1233.18,"body":"us happily would be that we're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1229.73,"endTime":1233.18,"body":"too young, like I'm 16 years"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1233.18,"endTime":1238.88,"body":"old, because probably if we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1233.18,"endTime":1238.88,"body":"compare our facial structure"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1238.91,"endTime":1243.38,"body":"with theirs, it's a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1238.91,"endTime":1243.38,"body":"more but we tend to look"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1243.38,"endTime":1247.28,"body":"younger, and I think that's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1243.38,"endTime":1247.28,"body":"that's it's a bit too based on"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1247.28,"endTime":1251.45,"body":"the model. So that being the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1247.28,"endTime":1251.45,"body":"case, those are consideration"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1251.57,"endTime":1256.73,"body":"cost of its commercialized"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1251.57,"endTime":1256.73,"body":"quality as well, and sometimes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1256.76,"endTime":1261.08,"body":"even the privacy concerns."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1256.76,"endTime":1261.08,"body":"That's also not being talked"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1261.08,"endTime":1265.76,"body":"about. So this is why. And"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1261.08,"endTime":1265.76,"body":"Vanessa, thank you for this one."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1265.76,"endTime":1269.84,"body":"Let me drive this to the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1265.76,"endTime":1269.84,"body":"company. There is a point to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1269.84,"endTime":1273.35,"body":"creating your own data science"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1269.84,"endTime":1273.35,"body":"lab. It doesn't need to be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1273.35,"endTime":1277.19,"body":"large, but creating your own"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1273.35,"endTime":1277.19,"body":"data science lab that create"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1277.19,"endTime":1282.38,"body":"data products for you makes a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1277.19,"endTime":1282.38,"body":"lot of sense, because of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1282.38,"endTime":1285.86,"body":"last two, sometimes the quality"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1282.38,"endTime":1285.86,"body":"of data, and the number two for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1285.89,"endTime":1289.34,"body":"privacy concern, because you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1285.89,"endTime":1289.34,"body":"don't want your data. Because,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1289.37,"endTime":1293.03,"body":"okay, so for number one, for the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1289.37,"endTime":1293.03,"body":"quality concern, how do we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1293.09,"endTime":1296.18,"body":"resolve the quality concern?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1293.09,"endTime":1296.18,"body":"Then you have to give data to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1296.18,"endTime":1299.78,"body":"the suppliers that they will"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1296.18,"endTime":1299.78,"body":"retrain the model based on your"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1299.78,"endTime":1303.11,"body":"data. If you're not comfortable"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1299.78,"endTime":1303.11,"body":"with that, because you know they"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1303.11,"endTime":1306.86,"body":"can resell that, because once"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1303.11,"endTime":1306.86,"body":"the model has learned, see, here"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1307.37,"endTime":1311.72,"body":"we're going very technical right"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1307.37,"endTime":1311.72,"body":"now, but a lot of our"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1311.75,"endTime":1312.53,"body":"intellectual"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1317.88,"endTime":1322.92,"body":"data, not the product that the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1317.88,"endTime":1322.92,"body":"data produced. So for example,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1322.95,"endTime":1326.58,"body":"if a machine learning model has"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1322.95,"endTime":1326.58,"body":"been trained on that data, that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1326.58,"endTime":1329.91,"body":"model is just as valuable, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1326.58,"endTime":1329.91,"body":"that's not what is being"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1329.91,"endTime":1333.93,"body":"protected by data privacy. It's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1329.91,"endTime":1333.93,"body":"just the sensitive data. Now,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1333.96,"endTime":1336.6,"body":"because you have a model that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1333.96,"endTime":1336.6,"body":"has been predicted on this"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1336.6,"endTime":1340.68,"body":"sensitive data, if another"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1336.6,"endTime":1340.68,"body":"supplier uses that with the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1340.68,"endTime":1345.63,"body":"other company, they can say, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1340.68,"endTime":1345.63,"body":"I didn't use, I didn't so I"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1345.63,"endTime":1349.32,"body":"didn't sell your data, right?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1345.63,"endTime":1349.32,"body":"It's just a model that I knew"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1349.32,"endTime":1352.59,"body":"how to create right now. So that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1349.32,"endTime":1352.59,"body":"being the case, if you don't"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1352.59,"endTime":1355.65,"body":"want that, then the data science"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1352.59,"endTime":1355.65,"body":"lab, maybe just two to three or"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1355.65,"endTime":1360.96,"body":"four persons will be able to do"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1355.65,"endTime":1360.96,"body":"something about that, just for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1360.96,"endTime":1366.6,"body":"example. Just to give you an"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1360.96,"endTime":1366.6,"body":"example for the CCTV, the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1366.6,"endTime":1369.75,"body":"placement of your CCTV is a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1366.6,"endTime":1369.75,"body":"little bit different. It's it's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1369.78,"endTime":1373.95,"body":"depends on how you would put it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1369.78,"endTime":1373.95,"body":"right. But now that being the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1373.95,"endTime":1376.98,"body":"case, that also affects the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1373.95,"endTime":1376.98,"body":"quality of accident detection,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1376.98,"endTime":1381.57,"body":"how your the angle of your CCTV"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1376.98,"endTime":1381.57,"body":"training, all of that are a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1381.57,"endTime":1387.57,"body":"little bit important so that so,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1381.57,"endTime":1387.57,"body":"so those are the strong"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1387.57,"endTime":1392.67,"body":"considerations on whether to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1387.57,"endTime":1392.67,"body":"create or to buy. Cost"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1392.67,"endTime":1397.62,"body":"definitely is, is, is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1392.67,"endTime":1397.62,"body":"consideration, especially for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1397.62,"endTime":1402.45,"body":"companies that have that require"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1397.62,"endTime":1402.45,"body":"proof of concept. But you know"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1402.45,"endTime":1407.79,"body":"what? It's not that difficult"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1402.45,"endTime":1407.79,"body":"right now to propose because of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1407.82,"endTime":1413.31,"body":"the massive investments being"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1407.82,"endTime":1413.31,"body":"showered upon that. So if you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1413.31,"endTime":1416.37,"body":"can do it a little bit lower"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1413.31,"endTime":1416.37,"body":"than that, your job is a little"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1416.37,"endTime":1416.85,"body":"bit easier."},{"speaker":"Vanessa Kwan","startTime":1417.81,"endTime":1420.0,"body":"Thank you very"},{"speaker":"Vanessa Kwan","startTime":1417.81,"endTime":1420.0,"body":"much for sharing. Francis, you"},{"speaker":"Vanessa Kwan","startTime":1420.0,"endTime":1422.67,"body":"know the accident detection"},{"speaker":"Vanessa Kwan","startTime":1420.0,"endTime":1422.67,"body":"software is just one of the many"},{"speaker":"Vanessa Kwan","startTime":1422.7,"endTime":1425.88,"body":"technological innovations"},{"speaker":"Vanessa Kwan","startTime":1422.7,"endTime":1425.88,"body":"developed by mega wool. You"},{"speaker":"Vanessa Kwan","startTime":1425.88,"endTime":1429.09,"body":"know, you mentioned earlier"},{"speaker":"Vanessa Kwan","startTime":1425.88,"endTime":1429.09,"body":"about the TAT lab as well. Can"},{"speaker":"Vanessa Kwan","startTime":1429.09,"endTime":1431.85,"body":"you share a little bit more"},{"speaker":"Vanessa Kwan","startTime":1429.09,"endTime":1431.85,"body":"about that with our audience?"},{"speaker":"Vanessa Kwan","startTime":1431.88,"endTime":1435.21,"body":"How? You know, it supports the"},{"speaker":"Vanessa Kwan","startTime":1431.88,"endTime":1435.21,"body":"development deployment of"},{"speaker":"Vanessa Kwan","startTime":1435.21,"endTime":1437.58,"body":"machine learning models and AIS"},{"speaker":"Vanessa Kwan","startTime":1435.21,"endTime":1437.58,"body":"for you know, like you"},{"speaker":"Vanessa Kwan","startTime":1437.58,"endTime":1440.19,"body":"mentioned, also townships safety"},{"speaker":"Vanessa Kwan","startTime":1437.58,"endTime":1440.19,"body":"and security."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1440.85,"endTime":1443.25,"body":"Okay,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1440.85,"endTime":1443.25,"body":"so right now, our next project"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1443.25,"endTime":1447.54,"body":"is actually the creation of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1443.25,"endTime":1447.54,"body":"rooms where the blue, it's a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1447.54,"endTime":1452.76,"body":"natural extension of CCTV. So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1447.54,"endTime":1452.76,"body":"when we have CCTVs, CCTVs are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1453.39,"endTime":1458.46,"body":"heavy static, right? We don't"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1453.39,"endTime":1458.46,"body":"move. And because of that,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1458.52,"endTime":1461.64,"body":"you're demanding a city, even"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1458.52,"endTime":1461.64,"body":"though that city has a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1461.64,"endTime":1467.04,"body":"CCTVs, the average coverage is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1461.64,"endTime":1467.04,"body":"around 50% meaning there is 50%"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1467.04,"endTime":1470.01,"body":"of the townships we do not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1467.04,"endTime":1470.01,"body":"surveil. In fact, that's why,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1470.22,"endTime":1477.03,"body":"when I was watching all this,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1470.22,"endTime":1477.03,"body":"all this series, for example,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1477.27,"endTime":1481.8,"body":"and I'm a very big fan of by the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1477.27,"endTime":1481.8,"body":"way, I failed to discuss my my"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1481.8,"endTime":1485.67,"body":"personal ho being it's actually"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1481.8,"endTime":1485.67,"body":"through crime, through crime and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1485.73,"endTime":1491.07,"body":"watching all these years Asian"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1485.73,"endTime":1491.07,"body":"series, actually, and well, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1491.07,"endTime":1495.3,"body":"true crime, even this mystery"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1491.07,"endTime":1495.3,"body":"novels, for example, a lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1495.3,"endTime":1500.01,"body":"the well, murder, sometimes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1495.3,"endTime":1500.01,"body":"outside, happens on dark alley."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1500.01,"endTime":1504.75,"body":"Is, for example, or tarpass, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1500.01,"endTime":1504.75,"body":"the in between of the streets,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1504.75,"endTime":1507.96,"body":"for example, because all of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1504.75,"endTime":1507.96,"body":"those aren't offered by CCTV"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1508.83,"endTime":1512.43,"body":"rooms when they roam around the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1508.83,"endTime":1512.43,"body":"township, immediately"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1512.43,"endTime":1516.87,"body":"compliments or enhances your"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1512.43,"endTime":1516.87,"body":"coverage area to the areas that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1516.87,"endTime":1520.14,"body":"the CCD with are not really"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1516.87,"endTime":1520.14,"body":"capturing, and that, by itself,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1520.14,"endTime":1524.25,"body":"is one way for us to further the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1520.14,"endTime":1524.25,"body":"safety agenda, right? So we're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1524.25,"endTime":1527.85,"body":"developing it with smart"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1524.25,"endTime":1527.85,"body":"capabilities, and hopefully it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1527.85,"endTime":1535.02,"body":"will be able to count to monitor"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1527.85,"endTime":1535.02,"body":"and hopefully we don't expect,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1535.11,"endTime":1538.02,"body":"we don't want another pandemic"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1535.11,"endTime":1538.02,"body":"to happen, but if a pandemic"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1538.05,"endTime":1542.01,"body":"does happen, you can also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1538.05,"endTime":1542.01,"body":"monitor two objects being closed"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1542.04,"endTime":1545.55,"body":"to one another for social"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1542.04,"endTime":1545.55,"body":"distancing, all of that we can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1545.55,"endTime":1550.56,"body":"deploy once we have this moving,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1545.55,"endTime":1550.56,"body":"moving CCTV 88 room,"},{"speaker":"Vanessa Kwan","startTime":1551.79,"endTime":1553.8,"body":"understand,"},{"speaker":"Vanessa Kwan","startTime":1551.79,"endTime":1553.8,"body":"understand. And you know, in"},{"speaker":"Vanessa Kwan","startTime":1553.8,"endTime":1556.62,"body":"addition, again, to the accident"},{"speaker":"Vanessa Kwan","startTime":1553.8,"endTime":1556.62,"body":"detection software. And you"},{"speaker":"Vanessa Kwan","startTime":1556.62,"endTime":1559.08,"body":"know, I remember in recent"},{"speaker":"Vanessa Kwan","startTime":1556.62,"endTime":1559.08,"body":"conversations, you were talking"},{"speaker":"Vanessa Kwan","startTime":1559.08,"endTime":1563.28,"body":"about utilizing similar models"},{"speaker":"Vanessa Kwan","startTime":1559.08,"endTime":1563.28,"body":"for weather forecasting, you"},{"speaker":"Vanessa Kwan","startTime":1563.28,"endTime":1565.62,"body":"know you spoke earlier about"},{"speaker":"Vanessa Kwan","startTime":1563.28,"endTime":1565.62,"body":"crowd monitoring, people"},{"speaker":"Vanessa Kwan","startTime":1565.62,"endTime":1568.68,"body":"counting, and also, in some"},{"speaker":"Vanessa Kwan","startTime":1565.62,"endTime":1568.68,"body":"instances, air quality"},{"speaker":"Vanessa Kwan","startTime":1568.68,"endTime":1572.82,"body":"monitoring. Can you share some"},{"speaker":"Vanessa Kwan","startTime":1568.68,"endTime":1572.82,"body":"about your future plans to"},{"speaker":"Vanessa Kwan","startTime":1572.82,"endTime":1575.34,"body":"develop such initiatives?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1575.79,"endTime":1577.32,"body":"Yeah,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1575.79,"endTime":1577.32,"body":"so for weather monitoring, we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1577.32,"endTime":1582.45,"body":"actually do have it now, and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1577.32,"endTime":1582.45,"body":"that's a service we give our"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1582.45,"endTime":1586.17,"body":"locator. So by the way, there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1582.45,"endTime":1586.17,"body":"one thing you need to know about"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1586.17,"endTime":1588.84,"body":"that for weather and air"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1586.17,"endTime":1588.84,"body":"quality, they're a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1588.84,"endTime":1594.15,"body":"localized. So like how I've"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1588.84,"endTime":1594.15,"body":"always been saying this to just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1594.15,"endTime":1597.12,"body":"learn this. So for example, when"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1594.15,"endTime":1597.12,"body":"we get a forecast for, let's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1597.12,"endTime":1601.47,"body":"say, Metro Manila, you get a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1597.12,"endTime":1601.47,"body":"forecast for a particular place."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1601.47,"endTime":1605.4,"body":"Let's say you're going out of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1601.47,"endTime":1605.4,"body":"the country. Go to Singapore."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1605.4,"endTime":1609.87,"body":"You go to Malaysia. Oh yeah,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1605.4,"endTime":1609.87,"body":"this is actually true. I think"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1609.9,"endTime":1613.53,"body":"when you invited us to the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1609.9,"endTime":1613.53,"body":"Malaysian AIB conference, so you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1613.53,"endTime":1616.29,"body":"were there, you were asking the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1613.53,"endTime":1616.29,"body":"driver about the weather"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1616.29,"endTime":1622.26,"body":"forecast. And so if you go with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1616.29,"endTime":1622.26,"body":"Google and search it, it will"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1622.26,"endTime":1626.07,"body":"give you a general forecast,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1622.26,"endTime":1626.07,"body":"meaning the forecast for most of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1626.07,"endTime":1631.56,"body":"the location in Malaysia, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1626.07,"endTime":1631.56,"body":"example, at Kuala Lumpur. But"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1632.4,"endTime":1637.14,"body":"what would happen is that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1632.4,"endTime":1637.14,"body":"sometimes, as you can often, as"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1637.14,"endTime":1643.29,"body":"we've often seen probably, is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1637.14,"endTime":1643.29,"body":"that there are times that one"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1643.32,"endTime":1648.3,"body":"place is actually encountering"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1643.32,"endTime":1648.3,"body":"rain, but you walk a few steps"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1648.3,"endTime":1653.88,"body":"or a few meters apart, but away"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1648.3,"endTime":1653.88,"body":"from that place it's not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1653.91,"endTime":1658.29,"body":"raining. That's because weather"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1653.91,"endTime":1658.29,"body":"is a bit localized. So you know"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1658.29,"endTime":1661.2,"body":"what? So we're utilizing this"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1658.29,"endTime":1661.2,"body":"actually, it's a it's a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1661.2,"endTime":1665.01,"body":"supplier, provider, because they"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1661.2,"endTime":1665.01,"body":"already, they already are able"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1665.01,"endTime":1671.04,"body":"to provide it with a much"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1665.01,"endTime":1671.04,"body":"cheaper cost. It uses the image"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1671.07,"endTime":1676.5,"body":"of the cloud to predict if that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1671.07,"endTime":1676.5,"body":"image is actually right. Now,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1676.53,"endTime":1679.68,"body":"very interesting. Why I'm"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1676.53,"endTime":1679.68,"body":"talking to you. I'm looking at"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1679.71,"endTime":1682.74,"body":"mocking me here, and there's a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1679.71,"endTime":1682.74,"body":"portion here that's a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1682.77,"endTime":1688.02,"body":"darker, like scary dark, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1682.77,"endTime":1688.02,"body":"looking at a few more buildings"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1688.02,"endTime":1692.31,"body":"there, it's a little bit newer,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1688.02,"endTime":1692.31,"body":"so that, in this case, uses"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1692.4,"endTime":1697.35,"body":"those image to predict the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1692.4,"endTime":1697.35,"body":"probability of rain. And with"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1697.35,"endTime":1702.15,"body":"that, your forecast for weather"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1697.35,"endTime":1702.15,"body":"for that particular location is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1702.15,"endTime":1707.07,"body":"a little bit more accurate right"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1702.15,"endTime":1707.07,"body":"now. Why is this important?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1707.07,"endTime":1710.31,"body":"Well, this is important because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1707.07,"endTime":1710.31,"body":"sometimes with those weather"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1710.31,"endTime":1715.44,"body":"disruption comes disruption of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1710.31,"endTime":1715.44,"body":"business operations. They've had"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1715.44,"endTime":1721.2,"body":"a lot of dbos where they have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1715.44,"endTime":1721.2,"body":"multiple offices so advance or"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1721.2,"endTime":1724.95,"body":"knowing in advance what would be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1721.2,"endTime":1724.95,"body":"what happened to your localized"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1724.95,"endTime":1728.85,"body":"place would therefore make you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1724.95,"endTime":1728.85,"body":"plan in advance whether you're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1728.85,"endTime":1732.54,"body":"going to divert your operations"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1728.85,"endTime":1732.54,"body":"to your other satellite offices"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1732.6,"endTime":1739.8,"body":"and and therefore we would"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1732.6,"endTime":1739.8,"body":"experience a greater, more, more"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1739.8,"endTime":1744.09,"body":"continuous business a year."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1739.8,"endTime":1744.09,"body":"Business Continuity is better"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1744.99,"endTime":1750.93,"body":"for air quality. Same goes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1744.99,"endTime":1750.93,"body":"because, for example, we wanted"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1750.96,"endTime":1754.98,"body":"we're all about safety. Now"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1750.96,"endTime":1754.98,"body":"we're all about health. If, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1754.98,"endTime":1757.77,"body":"example, in the future, this is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1754.98,"endTime":1757.77,"body":"a plan that we're doing right"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1757.77,"endTime":1761.01,"body":"now we haven't implemented, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1757.77,"endTime":1761.01,"body":"we have plans to do it as part"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1761.04,"endTime":1766.29,"body":"of the component for the health"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1761.04,"endTime":1766.29,"body":"module of the township. If, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1766.29,"endTime":1769.35,"body":"example, the health quality"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1766.29,"endTime":1769.35,"body":"severely drops at a particular"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1769.35,"endTime":1774.54,"body":"place. Maybe what we can do is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1769.35,"endTime":1774.54,"body":"to stop incoming details as a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1774.54,"endTime":1779.1,"body":"priority is the township. So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1774.54,"endTime":1779.1,"body":"stop incoming vehicles, close it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1779.13,"endTime":1784.38,"body":"off. And maybe first, maybe say"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1779.13,"endTime":1784.38,"body":"that is for for air quality"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1784.38,"endTime":1789.66,"body":"purpose, right? So all of that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1784.38,"endTime":1789.66,"body":"are in the pipeline, and we're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1789.66,"endTime":1790.86,"body":"very excited about it."},{"speaker":"Vanessa Kwan","startTime":1792.26,"endTime":1795.23,"body":"Got it, and in the"},{"speaker":"Vanessa Kwan","startTime":1792.26,"endTime":1795.23,"body":"broader context of smart city"},{"speaker":"Vanessa Kwan","startTime":1795.23,"endTime":1798.53,"body":"development, how do you see mega"},{"speaker":"Vanessa Kwan","startTime":1795.23,"endTime":1798.53,"body":"votes, digital transformation"},{"speaker":"Vanessa Kwan","startTime":1798.53,"endTime":1802.52,"body":"initiatives shaping the. Bucha"},{"speaker":"Vanessa Kwan","startTime":1798.53,"endTime":1802.52,"body":"of townships, urban living in"},{"speaker":"Vanessa Kwan","startTime":1802.52,"endTime":1803.27,"body":"the Philippines"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1803.57,"endTime":1807.05,"body":"I"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1803.57,"endTime":1807.05,"body":"see that as the leader, maybe"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1807.05,"endTime":1810.14,"body":"not just in the Philippines, but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1807.05,"endTime":1810.14,"body":"maybe in the whole of the ASEAN"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1810.14,"endTime":1816.41,"body":"region. And here's why. The"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1810.14,"endTime":1816.41,"body":"concept, why I really like the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1816.41,"endTime":1823.37,"body":"laboratory term here in the data"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1816.41,"endTime":1823.37,"body":"science terminology. Yeah, in"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1823.37,"endTime":1826.64,"body":"science and a lot of governments"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1823.37,"endTime":1826.64,"body":"have done this. A lot of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1827.18,"endTime":1831.65,"body":"government have implemented what"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1827.18,"endTime":1831.65,"body":"they call Special Economic Zone."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1832.25,"endTime":1838.76,"body":"So the the similar to that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1832.25,"endTime":1838.76,"body":"concept, for example, if you can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1838.76,"endTime":1845.45,"body":"learn what works in a small"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1838.76,"endTime":1845.45,"body":"scale, then you can try to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1845.48,"endTime":1851.24,"body":"emulate the successes on a much"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1845.48,"endTime":1851.24,"body":"bigger scale. Townships are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1851.24,"endTime":1856.76,"body":"smaller scale city, right? So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1851.24,"endTime":1856.76,"body":"that being the case, it has the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1856.76,"endTime":1861.05,"body":"potential if you can have an"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1856.76,"endTime":1861.05,"body":"experiment on what makes a small"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1861.05,"endTime":1867.17,"body":"city or a township works well or"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1861.05,"endTime":1867.17,"body":"be harmonized. Those results can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1867.2,"endTime":1872.03,"body":"actually be scaled up, because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1867.2,"endTime":1872.03,"body":"if you start with a larger city,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1872.3,"endTime":1875.63,"body":"the cost is going to be as high."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1872.3,"endTime":1875.63,"body":"It's going to take too long"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1875.63,"endTime":1880.85,"body":"because you don't know where to"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1875.63,"endTime":1880.85,"body":"start. The mistakes will be more"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1880.85,"endTime":1883.79,"body":"expensive because it's a larger"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1880.85,"endTime":1883.79,"body":"scale. You're going to spend a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1883.79,"endTime":1887.63,"body":"lot of money, but try doing that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1883.79,"endTime":1887.63,"body":"to a smaller city first. So we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1887.63,"endTime":1892.58,"body":"have cities here that are seven,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1887.63,"endTime":1892.58,"body":"around less than 20 hectares,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1892.58,"endTime":1896.57,"body":"for example. Maybe that can be a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1892.58,"endTime":1896.57,"body":"good example for that. And the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1896.57,"endTime":1900.53,"body":"successes that you can do there"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1896.57,"endTime":1900.53,"body":"you can emulate with the mix and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1901.34,"endTime":1904.49,"body":"whatever successes you have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1901.34,"endTime":1904.49,"body":"there, you can also carry out"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1904.49,"endTime":1910.49,"body":"what works. You can leave, leave"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1904.49,"endTime":1910.49,"body":"out. So That, by itself, makes"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1910.55,"endTime":1916.85,"body":"us potentially one of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1910.55,"endTime":1916.85,"body":"largest well contributors in"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1916.85,"endTime":1918.62,"body":"this in this space"},{"speaker":"Vanessa Kwan","startTime":1919.37,"endTime":1922.19,"body":"understand. So to"},{"speaker":"Vanessa Kwan","startTime":1919.37,"endTime":1922.19,"body":"conclude, start small and then"},{"speaker":"Vanessa Kwan","startTime":1922.19,"endTime":1926.51,"body":"scale big, once you get it"},{"speaker":"Vanessa Kwan","startTime":1922.19,"endTime":1926.51,"body":"right. And you know, what's the"},{"speaker":"Vanessa Kwan","startTime":1926.51,"endTime":1929.33,"body":"next big project you have in the"},{"speaker":"Vanessa Kwan","startTime":1926.51,"endTime":1929.33,"body":"works? You know, we've heard a"},{"speaker":"Vanessa Kwan","startTime":1929.33,"endTime":1933.83,"body":"lot about generative AI chat,"},{"speaker":"Vanessa Kwan","startTime":1929.33,"endTime":1933.83,"body":"GPT, as a data scientist"},{"speaker":"Vanessa Kwan","startTime":1933.83,"endTime":1936.59,"body":"yourself, this must be an area"},{"speaker":"Vanessa Kwan","startTime":1933.83,"endTime":1936.59,"body":"that you're looking at as well."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1937.1,"endTime":1939.74,"body":"Of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1937.1,"endTime":1939.74,"body":"course, of course, in in what"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1939.74,"endTime":1944.6,"body":"I'm doing right now is actually"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1939.74,"endTime":1944.6,"body":"trying to consolidate all of"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1944.6,"endTime":1950.27,"body":"this one and see how we can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1944.6,"endTime":1950.27,"body":"leverage a smaller scale of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1950.27,"endTime":1954.2,"body":"generative AI product that, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1950.27,"endTime":1954.2,"body":"example, for our executive that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1954.2,"endTime":1959.12,"body":"you want to ask will give you"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1954.2,"endTime":1959.12,"body":"the answer, right? But it's a,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1959.48,"endTime":1963.17,"body":"it's, it's something that we are"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1959.48,"endTime":1963.17,"body":"also having in the pipeline,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1963.17,"endTime":1971.12,"body":"maybe once I'm done with it"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1963.17,"endTime":1971.12,"body":"before, as an entry into our the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1971.12,"endTime":1974.18,"body":"next round of AIBP How are you?"},{"speaker":"Vanessa Kwan","startTime":1974.81,"endTime":1977.12,"body":"Yeah, definitely"},{"speaker":"Vanessa Kwan","startTime":1974.81,"endTime":1977.12,"body":"looking forward to more"},{"speaker":"Vanessa Kwan","startTime":1977.12,"endTime":1980.24,"body":"projects, more initiatives that"},{"speaker":"Vanessa Kwan","startTime":1977.12,"endTime":1980.24,"body":"you are leading for mega bolt"},{"speaker":"Vanessa Kwan","startTime":1981.11,"endTime":1985.16,"body":"that aside, what are your views"},{"speaker":"Vanessa Kwan","startTime":1981.11,"endTime":1985.16,"body":"of future business growth for"},{"speaker":"Vanessa Kwan","startTime":1985.16,"endTime":1988.91,"body":"your industry, for mega world"},{"speaker":"Vanessa Kwan","startTime":1985.16,"endTime":1988.91,"body":"and outside the industry, what"},{"speaker":"Vanessa Kwan","startTime":1989.0,"endTime":1992.66,"body":"are the areas within ASEAN that"},{"speaker":"Vanessa Kwan","startTime":1989.0,"endTime":1992.66,"body":"you see most growth over the"},{"speaker":"Vanessa Kwan","startTime":1992.66,"endTime":1994.28,"body":"next three to five years?"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1994.82,"endTime":1999.65,"body":"Okay,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1994.82,"endTime":1999.65,"body":"well, definitely, let me be a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1999.65,"endTime":2003.01,"body":"little bit more bias, but also"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":1999.65,"endTime":2003.01,"body":"going to be more a little, going"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2003.01,"endTime":2006.19,"body":"to back it up with more"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2003.01,"endTime":2006.19,"body":"objective results, I think, for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2006.19,"endTime":2011.41,"body":"mega world where we're reaping"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2006.19,"endTime":2011.41,"body":"the benefits of data science"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2011.41,"endTime":2017.92,"body":"approach, I do think that we're"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2011.41,"endTime":2017.92,"body":"going to have the growth is"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2017.92,"endTime":2022.63,"body":"going to be exciting. You don't"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2017.92,"endTime":2022.63,"body":"see that a lot with companies"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2022.63,"endTime":2027.22,"body":"that are already of a massive"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2022.63,"endTime":2027.22,"body":"scale. That mega world is but"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2028.09,"endTime":2032.74,"body":"but with a newer, innovative"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2028.09,"endTime":2032.74,"body":"approach to decision making,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2032.95,"endTime":2035.86,"body":"like for example, right now, how"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2032.95,"endTime":2035.86,"body":"we are integrating our data"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2035.86,"endTime":2041.98,"body":"sources, I think that the growth"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2035.86,"endTime":2041.98,"body":"prospects are going to be nice."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2042.7,"endTime":2045.55,"body":"It's actually going to be true"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2042.7,"endTime":2045.55,"body":"for most companies. Remember,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2045.55,"endTime":2048.46,"body":"we're all coming from from"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2045.55,"endTime":2048.46,"body":"pandemic. So if that's our base"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2048.46,"endTime":2052.09,"body":"case, everything is going to be"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2048.46,"endTime":2052.09,"body":"going to be increases and and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2052.09,"endTime":2055.45,"body":"that's good for everyone,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2052.09,"endTime":2055.45,"body":"because everyone will benefits"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2055.45,"endTime":2058.96,"body":"from it. But in terms of the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2055.45,"endTime":2058.96,"body":"countries that I'm more excited"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2058.99,"endTime":2062.92,"body":"for, the CN region, actually,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2058.99,"endTime":2062.92,"body":"I'm going to have to also say"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2062.92,"endTime":2067.51,"body":"the Philippines. So there are a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2062.92,"endTime":2067.51,"body":"lot of forecasts, if you can"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2067.51,"endTime":2070.0,"body":"generally just look at the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2067.51,"endTime":2070.0,"body":"forecasts are being made by the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2070.0,"endTime":2075.58,"body":"World Bank or the International"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2070.0,"endTime":2075.58,"body":"Monetary Fund, for example, the"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2075.58,"endTime":2086.08,"body":"IMF, ADB, and I think even"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2075.58,"endTime":2086.08,"body":"there's another, well, not sure"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2086.08,"endTime":2092.17,"body":"if that's Nielsen, but there's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2086.08,"endTime":2092.17,"body":"another popular well survey,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2092.62,"endTime":2096.01,"body":"survey group. That means that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2092.62,"endTime":2096.01,"body":"the group forecast for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2096.01,"endTime":2099.91,"body":"activities are a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2096.01,"endTime":2099.91,"body":"higher than the Sen six and a."},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2099.97,"endTime":2104.74,"body":"And well maybe when you think"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2099.97,"endTime":2104.74,"body":"about it, it's also because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2105.16,"endTime":2109.81,"body":"you've also lagged for quite"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2105.16,"endTime":2109.81,"body":"some time. And it's not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2110.38,"endTime":2114.58,"body":"unfeasible to think that way,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2110.38,"endTime":2114.58,"body":"right? So for example, because"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2114.82,"endTime":2122.77,"body":"all of your other neighboring"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2114.82,"endTime":2122.77,"body":"countries are much into already"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2122.77,"endTime":2128.56,"body":"considered developing faster. So"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2122.77,"endTime":2128.56,"body":"us developing a little bit"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2128.56,"endTime":2134.11,"body":"faster this year in the coming"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2128.56,"endTime":2134.11,"body":"years, are not surprising. But"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2134.11,"endTime":2137.41,"body":"more than that, just to share"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2134.11,"endTime":2137.41,"body":"with you some of the news that"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2137.41,"endTime":2140.59,"body":"we've been tracking, because we"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2137.41,"endTime":2140.59,"body":"also do that for mega war, and"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2140.59,"endTime":2146.2,"body":"we also look at the developments"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2140.59,"endTime":2146.2,"body":"the transportation systems have"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2146.2,"endTime":2149.5,"body":"a lot of the transportation"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2146.2,"endTime":2149.5,"body":"projects here are, are quite"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2149.5,"endTime":2155.83,"body":"massive, an example from my last"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2149.5,"endTime":2155.83,"body":"reading. May or may not be, not"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2155.86,"endTime":2159.31,"body":"be the final count, but 51"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2155.86,"endTime":2159.31,"body":"projects are scheduled at either"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2159.34,"endTime":2162.91,"body":"subway. So I know for a fact for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2159.34,"endTime":2162.91,"body":"Malaysia, they have already a"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2162.91,"endTime":2166.45,"body":"very developed ones, and for for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2162.91,"endTime":2166.45,"body":"Singapore, especially Singapore,"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2166.48,"endTime":2171.1,"body":"a very developed public"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2166.48,"endTime":2171.1,"body":"transport. But it's just"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2171.13,"endTime":2174.67,"body":"interesting to see that those"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2171.13,"endTime":2174.67,"body":"plans are being highlighted"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2174.67,"endTime":2179.92,"body":"right now, and I do think that's"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2174.67,"endTime":2179.92,"body":"the first that you need to, well"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2179.95,"endTime":2183.88,"body":"pay attention to in order for"},{"speaker":"Francis Adrian Viernes, Megaworld","startTime":2179.95,"endTime":2183.88,"body":"the company that you pass"},{"speaker":"Vanessa Kwan","startTime":2185.41,"endTime":2187.72,"body":"Understand. Thank"},{"speaker":"Vanessa Kwan","startTime":2185.41,"endTime":2187.72,"body":"you very much for friend for"},{"speaker":"Vanessa Kwan","startTime":2187.72,"endTime":2190.75,"body":"sharing Francis, and thank you"},{"speaker":"Vanessa Kwan","startTime":2187.72,"endTime":2190.75,"body":"very much for joining us on the"},{"speaker":"Vanessa Kwan","startTime":2190.78,"endTime":2194.02,"body":"ASEAN B to B growth podcast."},{"speaker":"Vanessa Kwan","startTime":2190.78,"endTime":2194.02,"body":"Philippines is definitely one of"},{"speaker":"Vanessa Kwan","startTime":2194.02,"endTime":2196.81,"body":"the markets that we are all very"},{"speaker":"Vanessa Kwan","startTime":2194.02,"endTime":2196.81,"body":"excited about. Um, you've got a"},{"speaker":"Vanessa Kwan","startTime":2196.81,"endTime":2200.2,"body":"good demographics and a good GDP"},{"speaker":"Vanessa Kwan","startTime":2196.81,"endTime":2200.2,"body":"growth. Um, so for sure, we will"},{"speaker":"Vanessa Kwan","startTime":2200.2,"endTime":2202.75,"body":"be keeping an eye out for mega"},{"speaker":"Vanessa Kwan","startTime":2200.2,"endTime":2202.75,"body":"world what you guys are working"},{"speaker":"Vanessa Kwan","startTime":2202.75,"endTime":2206.17,"body":"on, as well as the other"},{"speaker":"Vanessa Kwan","startTime":2202.75,"endTime":2206.17,"body":"enterprises in the Philippines."},{"speaker":"Vanessa Kwan","startTime":2206.26,"endTime":2209.65,"body":"Thank you again for joining us."},{"speaker":"Vanessa Kwan","startTime":2206.26,"endTime":2209.65,"body":"Thank you Vanessa, and see you"},{"speaker":"Vanessa Kwan","startTime":2209.65,"endTime":2211.99,"body":"soon. Thank you, Francis. See"},{"speaker":"Vanessa Kwan","startTime":2209.65,"endTime":2211.99,"body":"you."},{"speaker":"AIBP Intro","startTime":2215.53,"endTime":2218.14,"body":"We hope you've"},{"speaker":"AIBP Intro","startTime":2215.53,"endTime":2218.14,"body":"enjoyed the episode. For more"},{"speaker":"AIBP Intro","startTime":2218.14,"endTime":2220.93,"body":"information about business"},{"speaker":"AIBP Intro","startTime":2218.14,"endTime":2220.93,"body":"growth in the ASEAN region,"},{"speaker":"AIBP Intro","startTime":2221.11,"endTime":2227.32,"body":"please visit our website,"},{"speaker":"AIBP Intro","startTime":2221.11,"endTime":2227.32,"body":"www.IoTbusiness-platform.com"}]}