Lenny's Podcast: Product | Career | Growth

Why most AI products fail: Lessons from 50+ AI deployments at OpenAI, Google, and Amazon

January 11, 2026·1h 26m·7-min readconversationaltechnology
Podzilla Summary (7 min)
TLDR
Building AI products is fundamentally different from traditional software due to non-determinism and the agency-control trade-off, requiring a step-by-step, behavior-calibrated approach focused on problem-first design and continuous iteration.


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Guest

A

Aishwarya Riganti

conversational on Lenny's Podcast: Product | Career | Growth

Mentions

Books, people, and resources mentioned in this episode.

People

Aishwarya RigantiKuriti BadoLenny

Companies

OpenAIDatabricks

Products & Tools

CodexWhisperflow

Research & Papers

Study on enterprise AI reliabilityby Matei Zaharia, Eon Stoica et al.

Topics

Artificial IntelligenceData ScienceMachine LearningProduct ManagementSoftware EngineeringTech Industry

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