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GenAI in production, from the field

First-hand notes on taking Generative and agentic AI into production in regulated industries.

July 5, 2026

Taking agentic AI into production in regulated industries: what we learned across 121 sources

A first-hand account of moving a multi-agent GenAI system past the pilot and into live, governed operation across 8 countries and 121 regulatory and market sources.

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Turning data into decisions — and taking GenAI into production where it is hardest.

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Julian is employed by Roche; views on this site are his own and do not represent Roche.

© 2026 here4data · Last updated: 2026-07-06