EU-hosted options • Safety checks • Quality tests

LLM launch checklist

A practical checklist to scope, test, and launch LLM features with measurable quality.

Scoping

Clear success metric and owner
Data sources and retention policy defined
EU hosting requirement confirmed or not applicable

Safety

PII handling and redaction configured
Prohibited content and risky promises blocked
Escalation thresholds defined

Quality

Golden test set created
Regression gates before deploy
Post-launch eval with feedback loop