Spot the Right AI Opportunities
Hosted by Pranav Pathak
Sun, Sep 21, 2025
10:00 AM UTC (30 minutes)
Virtual (Zoom)
Free to join
Sun, Sep 21, 2025
10:00 AM UTC (30 minutes)
Virtual (Zoom)
Free to join
180 students
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
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