Product Mastery in the Age of AI and ChatGPT

Why Most Agentic AI Products Fail

March 1, 2026·8 min
Episode Description from the Publisher

Hot take: most companies building AI agents right now are setting themselves up to fail — and it's not the technology's fault.Deloitte says 25% of enterprises are piloting AI agents in 2025.Salesforce data shows agents succeed on multi-step tasks only 35% of the time.Sendbird's analysis puts the overall project failure rate at 80–90%.We're watching billions flow into systems that fail nearly half the time.The culprit? Applying deterministic product thinking to non-deterministic systems.In Episode 2 of Product Mastery in the Age of AI and ChatGPT, I pull back the curtain on:→ Why the CrewAI vs. LangGraph debate is the THIRD most important decision you'll make→ The 5-pillar AGENT Framework I built from real fraud detection systems at Walmart→ The whitespace opportunity almost no PM is talking about→ 3 things you can do THIS week to build agents that actually workThis one's spicy. I want to hear where you disagree.

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