March 2026, Philips. Project

Released AI impact assessment

I released the platform's second capability, which shows which requirements a change touches so teams re-verify only what changed.

  • AI
  • Quality

Responsible AI ยท regulated medical softwarePart of my work on digital transformation in regulated software and systems development, through the responsible use of AI.

What would have happened

Teams would re-verify every requirement each release, whatever had changed.

The call

Build each capability on the same trace graph, one release at a time.

What I did

Shipped impact assessment as the second release, then built the third release on top of it.

What changed

Teams could see which requirements a change touched before deciding what to re-verify.

Proof

The original documents are held in my private record and can be shared on request.