Lightning Lessons

Spot the Right AI Opportunities

Hosted by Pranav Pathak

Sun, Sep 21, 2025

10:00 AM UTC (30 minutes)

Virtual (Zoom)

Free to join

180 students

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What you'll learn

Why 95% of GenAI pilots fail

Understand the common traps that cause most AI experiments to stall before impact.

Spotting opportunities using the PROVE-IT framework

Learn a structured way to evaluate AI opportunities

How to pick winners early

Apply the framework to quickly separate high-leverage bets from hype-driven distractions.

Why this topic matters

Most product leaders are under pressure to “do something with AI.” But without a clear system, teams end up chasing demos that don’t scale. Experimentation data shows 95% failure rate for GenAI products. With the right filters, you can flip the odds — focusing your time and budget on AI work that sticks, delivers measurable value, and earns executive trust.

You'll learn from

Pranav Pathak

Director of Product, AI @Booking.com

Product Leader, ML & GenAI

  • Ex-Meta | Flipkart (Walmart) | Goldman Sachs
  • 10+ years building AI-driven products used by hundreds of millions of users
  • Expert in scaling ML experimentation, designing GenAI frameworks, and coaching PMs to turn pilots into strategy


Previously at

Meta
Flipkart
Goldman Sachs

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