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30% of GenAI projects die after proof of concept.
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The killer isn't bad engineering — it's a missing one-page risk appetite document that nobody wrote.
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In this episode, we trace a direct line from a 2021 robotics disaster — where a robot arm nearly destroyed a production line because nobody defined its operating envelope — to the governance framework that took one manufacturer from 8 stalled AI pilots to 23 live workflows in 4 months.
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We break down:
→ Why most enterprise AI gets stuck in "pilot purgatory" for 14+ months
→ The 3-Band Authority Framework: Advisory Only → Auto-Execute + Review → Fully Autonomous Below Threshold
→ How ISO safety zoning from industrial robotics translates directly to AI agent governance
→ The override rate metric that tells you when an AI system is ready for more autonomy
→ Why 75% of enterprises still lack any formal AI risk framework — and what the EU AI Act means for that gap
→ Real numbers: $1.4M annualised value, 9-week pilot-to-production, $0 in new technology costs
→ The 3-person governance structure that replaces committees and slide decks
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Governance isn't the brake.
Vague governance is the brake.
Clear boundaries are the engine.
------------------------------------------------------------
No fluff.
No hype cycle hand-wringing.
Just a framework you can adapt and deploy.
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By PRASAD BHONDE30% of GenAI projects die after proof of concept.
------------------------------------------------------------
The killer isn't bad engineering — it's a missing one-page risk appetite document that nobody wrote.
------------------------------------------------------------
In this episode, we trace a direct line from a 2021 robotics disaster — where a robot arm nearly destroyed a production line because nobody defined its operating envelope — to the governance framework that took one manufacturer from 8 stalled AI pilots to 23 live workflows in 4 months.
------------------------------------------------------------
We break down:
→ Why most enterprise AI gets stuck in "pilot purgatory" for 14+ months
→ The 3-Band Authority Framework: Advisory Only → Auto-Execute + Review → Fully Autonomous Below Threshold
→ How ISO safety zoning from industrial robotics translates directly to AI agent governance
→ The override rate metric that tells you when an AI system is ready for more autonomy
→ Why 75% of enterprises still lack any formal AI risk framework — and what the EU AI Act means for that gap
→ Real numbers: $1.4M annualised value, 9-week pilot-to-production, $0 in new technology costs
→ The 3-person governance structure that replaces committees and slide decks
------------------------------------------------------------
Governance isn't the brake.
Vague governance is the brake.
Clear boundaries are the engine.
------------------------------------------------------------
No fluff.
No hype cycle hand-wringing.
Just a framework you can adapt and deploy.
------------------------------------------------------------