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Gagan Gehani
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25 / 52 Prototype

Independent

AI Manager / Maya

Prototype

Product thinking

AI can make a weak product argument sound more convincing without making the argument any better. I built Maya to explore the harder job: challenge the reasoning. The review should point back to what someone wrote and explain what does not hold up, so they can make a better decision. The current scenario prototype makes that review approach tangible; it is not a claim that live strategy evaluation is solved.

What I built

AI Manager is a prototype, not a claimed production deployment.

Its story includes evaluation design and failure states.

AI Manager / Maya: audits product strategy by challenging the reasoning, not just improving the writing.

AI Manager’s public demo is a frontend review prototype with predefined scenarios, category rationales, filtering and links from feedback to a sample submission.

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