June 2026, Philips. Project

Coordinated AI triage of about 3,000 issues

I coordinated engineering, architecture, infrastructure and test experts on an AI defect-triage proof of concept that triaged about 3,000 issues on live Ultrasound data.

  • AI
  • Quality

~3,000

issues triaged

What would have happened

Test failures would keep being triaged by hand, one record at a time.

The call

Prove triage on live data with people reviewing the AI's decisions, and settle architecture questions before building further.

What I did

Kept one requirements and reporting baseline for all the teams and co-wrote the architecture discovery questionnaire.

What changed

About 3,000 issues triaged, the first sprint demo delivered and a web app pulling live test data.

Proof

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