Case studies

Audit-ready outcomes for high-risk AI systems

Illustrative scenarios based on common Annex III deployments. Use them to benchmark your readiness plan.

Illustrative

Financial services risk scoring

Prepared two high-risk lending models for Annex III audits with a unified evidence vault.

  • Inventory completed in 10 business days
  • Audit pack compiled in week 4
  • Clear ownership for 7 high-risk obligations

Illustrative

Hiring and talent screening

Aligned CV screening workflows with human oversight, logging, and transparency obligations.

  • Evidence gaps reduced before audit scheduling
  • Human-in-the-loop controls documented
  • Traceability matrix delivered for legal review

Illustrative

Insurance claims triage

Mapped decision support systems to Annex III requirements and created repeatable playbooks.

  • Risk tiering completed for all systems
  • Documentation standardized across teams
  • Pilot transitioned into subscription rollout

Next steps

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