EU AI Act: implementation checklist for startups

A pragmatic look at classification, documentation, and monitoring requirements for AI builders in the EU.

Classify your systems fast

Map your products to risk tiers, identify high-risk obligations, and build the evidence folder now.

Operator takeaways

  • Assess impact on your stack
  • Plan evaluation + rollout
  • Loop in compliance and finance

Documentation sprints

We provide a template pack covering data lineage, evaluation logs, and human oversight policies.

Operator takeaways

  • Assess impact on your stack
  • Plan evaluation + rollout
  • Loop in compliance and finance

Avicenna AI Brief

Weekly operator-grade updates on releases, funding, and governance. Practical, no hype.