Apr 5, 2026 18 min

What I've Learned Helping Enterprises Adopt GenAI

from OPEN Tech Talks: AI worth Talking| Artificial Intelligence |Tools & Tips Hosted by Kashif Manzoor

80% of enterprise AI projects never reach production. After two decades helping enterprises adopt new technology, Kashif Manzoor breaks down the five failure modes killing enterprise AI initiatives, introduces the GenAI Maturity Framework, and shares three questions every CTO should ask before approving their next AI project. Episode #: 185 In this episode, you'll learn: The 5 failure modes killing enterprise AI initiatives The GenAI Maturity Framework (6 dimensions, 6 levels) 3 questions every CTO should ask before their next AI initiative Why the gap between perceived and actual AI maturity is where POCs go to die Practical actions you can take this week TIMESTAMPS: 0:00 - The POC graveyard (a real conversation) 1:30 - Welcome + Why this episode exists 3:30 - My journey: Oracle → Cloud → GenAI 7:00 - The 80% problem: Why enterprise AI fails 10:00 - Failure Mode 1: The Strategy Gap 12:30 - Failure Mode 2: The Architecture Gap 15:00 - Failure Mode 3: The Governance Gap 17:00 - Failure Mode 4: The Talent Gap 19:00 - Failure Mode 5: The Measurement Gap 21:00 - The GenAI Maturity Framework (6 levels explained) 24:00 - 3 Questions Every CTO Should Ask 26:30 - What's coming next 28:00 - Subscribe + Connect

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This episode was published on April 5, 2026.

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