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

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.