Hemang Upadhyay: Why Your AI Pilot Will Never See Production
Hemang Upadhyay
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Most AI projects don't fail because the technology is wrong — they fail because nobody agreed on what success looks like before the pilot started. Hemang Upadhyay has spent 16 years watching that pattern repeat, and he's built a framework to stop it.
In this episode:
• Why Gartner's stat — only…
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Hemang Upadhyay joins Robin Ayoub to unpack why 95% of AI pilots never reach production and what measurable governance actually looks like.
Read the blog postShorts from this episode
Why AI ROI Is So Hard to Prove with Hemang Upadhyay
From Pilot to Production Why AI Fails with Hemang Upadhyay
Hemang Upadhyay on Product Management for AI at Scale
Hemang Upadhyay on Measuring AI Quality and Business Impact
Hemang Upadhyay on Digital Commerce AI That Delivers
The Governance Gap in Enterprise AI with Hemang Upadhyay
Hemang Upadhyay on Building AI KPIs That Actually Work
Hemang Upadhyay on Leadership Misalignment Killing AI Projects
Hemang Upadhyay on the Real Reason Enterprise AI Keeps Failing
Why Your AI Strategy Needs Restructuring with Hemang Upadhyay
Hemang Upadhyay on Cross Functional AI Teams That Scale
The 3 Layer AI Measurement Framework with Hemang Upadhyay
Hemang Upadhyay on What Happens When AI Pilots Succeed
Why 95% of AI Projects Fail Before Production with Hemang Upadhyay
Hemang Upadhyay on Operational Performance Metrics for AI
Agentic AI Readiness Checklist from Hemang Upadhyay
The Business Impact Layer of AI with Hemang Upadhyay
The AI Measurability Problem Solved with Hemang Upadhyay
Hemang Upadhyay on 16 Years of Enterprise Product Lessons
Scaling AI Without Chaos with Hemang Upadhyay
Why Gartner Says 40% of AI Will Fail with Hemang Upadhyay
Hemang Upadhyay on Data Governance Before AI Launch
How LG Approaches AI Governance with Hemang Upadhyay
Hemang Upadhyay on AI Outcome Ownership Nobody Talks About
Hemang Upadhyay on Why Technology Is Not Your AI Problem
Production Ready AI What Most Companies Miss with Hemang Upadhyay
Enterprise AI Adoption Secrets from Hemang Upadhyay at LG
Hemang Upadhyay Reveals Why AI Governance Must Come First