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Why AI Agent PoCs Take 12 Months to Reach Production: Integration, QA and Procurement Run in Parallel
Latest article/1 Human, 100 Agents

Why AI Agent PoCs Take 12 Months to Reach Production: Integration, QA and Procurement Run in Parallel

Why an AI proof of concept takes about 12 months to reach production: integration, QA, procurement and governance run in parallel. Plus three go-live criteria.

By Dr. Marcel Müller·November 4, 2026·8 min read

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  • Enterprise AI Agents5
  • AI Knowledge Management0
  • 1 Human, 100 Agents1
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    Why AI Agent PoCs Take 12 Months to Reach Production: Integration, QA and Procurement Run in ParallelNovember 4, 2026
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About the author

Dr. Marcel Müller
Dr. Marcel MüllerFounder, JadenX

Dr. Marcel Müller builds process-first AI agents with enterprises and writes from the field, not the hype cycle.

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