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What interviewing a room full of AI founders taught me about value

For my EMBA, a classmate and I took the Value Proposition Design canvas to an AI × SaaS founders' meetup and interviewed the room. The gap we found — between inspiration and implementation — is the real product.

2 min read

One of the most useful things my Executive MBA at the Institute of Product Leadership has made me do is leave the building and actually talk to people.

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For a Value Proposition Design project, my classmate Shilpa Ashok Kulkarni and I picked a community we wanted to understand: AI builders. We went to an AI × SaaS Founders Meetup in Bengaluru and interviewed the room — founders, hosts, and the people in the audience furiously taking notes.

We asked four questions, and they map almost perfectly onto a value proposition canvas:

  • The "Why" — what made you decide to come, and what were you hoping to walk away with?
  • The "Hard Part" — how are you actually trying to use AI in your product, and where does it hurt?
  • The "Gap" — what was missing from the room that would have made it more useful?
  • The "Friction" — what stops you from implementing the insights you leave with?

The core finding

The same answer kept surfacing in different words: there is a wide, painful gap between inspiration and implementation. People leave events lit up with ideas and then collide with the boring reality of shipping. The talks sell the destination; nobody sells the road.

That gap is the value proposition. The most valuable thing you could build for this community isn't more inspiration — it's less friction between the idea and the working thing.

Why this lands for me

After eighteen years in QA, I already distrust the confident claim and ask for the evidence. Customer discovery is the same instinct, pointed earlier in the process: don't assume what people value — go and find out. The canvas just gives the instinct a shape.

I'm only a few months into thinking like a product person. But this exercise taught me the most important habit early: the answer is almost never at your desk.

Written by Roma Bisht in Bengaluru, India.

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