Progress and matching resources in Knowledge Hub

AI / ML, risk, stewards, architects · ≈ 2–3 days AI assurance

AI assurance ops

Impact pack, fairness gates, red-team cadence, GPAI roles, post-market, and assurance scorecard.

Start as sprint plan Start tour Opens the Sprint Planner with a matching template.

Related roles

• Data Architect role
• Data Steward role
• Data Custodian role

1. 1. Impact and fairness

   FRIA/impact pack and adverse-impact gates.

   • Series: AI assurance ops series
   • Part 1: impact pack story
   • Part 2: fairness story
   • AI Act ops story

2. 2. Red team and GPAI

   Adversarial cadence; provider vs deployer.

   • Part 3: red team story
   • Part 4: GPAI roles story
   • AI failures story

3. 3. Post-market and scorecard

   High-risk monitoring and assurance scorecard.

   • Part 5: post-market story
   • Part 6: scorecard story
   • Next: AI rights & media path
   • Sanctioned AI ops path