Galtea Labs 2026
Generative AI in regulated industries: where and how it fails
AI is leaving the pilot phase and reaching customers, internal workflows and decisions that used to need a person. We analysed millions of evaluations in regulated industries to see what breaks.
Generative AI in regulated industries: where and how it fails
An analysis of 1.2 million evaluations run on Galtea
Part I: Metrics and failure modes
Galtea Labs
First edition, 2026
First edition, 2026
What's inside
- Why AI agents fail 46% of evaluations
- The #1 failure mode in your industry
- The metric that gets worse while most others improve
- What the EU AI Act and DORA require you to prove, today
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