The document that can replace PRDs — Rags Vadali (Founder & CEO, floto.ai)

The Product Experience

The Product Experience
The document that can replace PRDs — Rags Vadali (Founder & CEO, floto.ai)
Apr 15, 2026
Mind the Product

What does product management look like when your engineers aren't writing code? Rags Vadali, founder of Floto and former PM at Google and Meta, joins Lily and Randy to talk about how building AI-native products has completely inverted his process. No PRDs, prototypes before specs, and a new artefact at the centre of it all: the Product Experience Document (PXD).

They get into why the real product when you're building an agent is the experience layer on top of it, how synthetic personas work (and where they don't), and what discovery still requires that AI can't replace. Plus: what product sense means when everyone on your team is shipping code.

Chapters 
0:00 What is a product when you're building an agent?
1:00 Guest intro: Rags on getting into product at Google, YouTube, Meta, and now founding Floto
3:33 How the team at Floto actually works — and why it's "completely upside down"
6:01 Why building AI products forced a process inversion (and why speed made it necessary)
7:11 Agents and the experience layer: redefining what the product actually is
9:39 Running two to three products in parallel, and throwing away 50–60% of what gets built
14:31 Discovery principles that haven't changed — and the ones AI is helping with
18:15 Synthetic personas: where they work, where they don't, and the insight from flipping the question
22:03 The Product Experience Document (PXD): genesis, philosophy, and why it's not a PRD
25:57 Experience principles: encoding how it should feel to talk to an agent
27:06 Good, bad, ugly: why example interactions and anti-patterns are critical
28:55 Critical moments and closing conversations: designing the arc
33:33 Where this way of working applies — and where it doesn't
35:10 Hiring for product sense: why it now applies to every role
39:43 Final advice: what product people should not stop doing

Our Hosts
Lily Smith
enjoys working as a consultant product manager with early-stage and growing startups and as a mentor to other product managers. She’s currently Chief Product Officer at BBC Maestro, and has spent 13 years in the tech industry working with startups in the SaaS and mobile space. She’s worked on a diverse range of products – leading the product teams through discovery, prototyping, testing and delivery. Lily also founded ProductTank Bristol and runs ProductCamp in Bristol and Bath.

Randy Silver is a Leadership & Product Coach and Consultant. He gets teams unstuck, helping you to supercharge your results. Randy's held interim CPO and Leadership roles at scale-ups and SMEs, advised start-ups, and been Head of Product at HSBC and Sainsbury’s. He participated in Silicon Valley Product Group’s Coaching the Coaches forum, and speaks frequently at conferences and events. You can join one of communities he runs for CPOs (CPO Circles), Product Managers (Product In the {A}ether) and Product Coaches. He’s the author of What Do We Do Now? A Product Manager’s Guide to Strategy in the Time of COVID-19. A recovering music journalist and editor, Randy also launched Amazon’s music stores in the US & UK.

Episode Artwork The document that can replace PRDs — Rags Vadali (Founder & CEO, floto.ai) 42:25 Episode Artwork What I learned from an industry pivot - Kate Kempe (Director of Product, International Baccalaureate) 40:31 Episode Artwork How to build EQ as a Product Leader - Pippa Topp (CPO, giffgaff) 57:05 Episode Artwork The state of product in Europe - Elias Lieberich (Product Strategy Coach) 43:49 Episode Artwork How to fix broken systems - Kate Tarling (CEO, The Service Group) 40:41 Episode Artwork How to communicate the value of product work - Rich Mironov (CPO Coach) 52:06 Episode Artwork Lessons from Games, Big Tech, & Hollywood - Laura Teclemariam (LinkedIn, Netflix, Warner Bros. Entertainment) 50:12 Episode Artwork How to align product work to business goals | Corinna Stukan (CEO, Bizzy) 37:17 Episode Artwork Lessons from Firefox and Twitter - Alan Byrne (Product Leader, Mozilla) 36:05 Episode Artwork Inside modern game design - Cheryl Platz (Riot Games, Microsoft) 51:15 Episode Artwork Product democracy doesn't work - Blagoja Golubovski (VP Product, Usercentrics) 42:24 Episode Artwork How to use Premortems to predict failure - Anu Jagga-Narang (AT&T) 34:41 Episode Artwork Building products for pilots: a case study - Cristina Bustos (Swiss AviationSoftware) 33:44 Episode Artwork How to lead when you don't have authority - Sean Flaherty (ITX Corp) 40:44 Episode Artwork How to manage product managers without micromanaging - Mariah Craddick (Executive Director of Product, The Atlantic) 33:37 Episode Artwork What high-confidence product managers do differently - Axel Sooriah (Atlassian) 38:50 Episode Artwork Rerun: AI ethics advice from former White House technologist - Kasia Chmielinski (Co-Founder, The Data Nutrition Project) 31:37 Episode Artwork How to build a product-driven engineering team - Matt Watson (Founder, Full Scale) 41:19 Episode Artwork How to prototype with AI in hours - Prerna Singh (CPTO, Avaaz, Meetup, IBM) 40:14 Episode Artwork How to measure impact in platform product management - Teresa Huang (Head of Product, Bupa) 39:01 Episode Artwork A better approach to the product team process - John Cutler (Head of Product, Dotwork) 44:52 Episode Artwork How to design AI products that users trust - Nina Olding (Gemini, Meta, Weights & Biases) 33:58 Episode Artwork How to spot (and solve) your product team’s biggest problems - Vidya Dinamani (Product Rebels) 28:41 Episode Artwork How to validate product features - Jason Sparks (Principal Product Manager, ReUp Education) 37:21 Episode Artwork Connect your product metrics to company goals - Elena Luneva (CPO and Coach) 35:12