An AI standards advisor for the development team

An AI standards advisor for the development team

Discretion comes first, so every case is illustrative. The method is real.

Where it started

A medtech company with 60 development engineers and a QA/RA team of four. Questions about ISO 11608, IEC 62366-1 and ISO 14971 went to QA by email. The average wait was three days, the answers were rarely reused, and the same questions came back with every new project.

The strategic question

Could an AI standards advisor answer the standards questions with traceable sources, without QA losing control of what the company commits to?

What we found

Six months of questions were sorted. About 40 % had a clear, documented answer in the standards and the company’s own procedures. About 35 % were ambiguous and needed QA’s judgement. The rest were not standards questions at all.

That split became the design. Where the answer is documented, the engineer uses it directly, with a trace to the source. Where it is ambiguous, the answer is provisional until a QA/RA person has signed it off, and everyone involved is notified automatically. The advisor runs in the company’s Microsoft 365 environment with Copilot, so the data stays inside that environment.

HOW THE ADVISOR ANSWERSAn engineer asksa standards questionThe advisor checks thestandards and procedures~40 %Clear, documented answerAnswer in minutes,with the source~35 %Open to interpretationProvisional answer, QA/RA signs off,everyone involved is notified~25 %Not a standards questionOutside theadvisor's scopeBar length = share of six months of questions, sorted during the scoping.

Three directions

01

MVP

Advisor on the company's own procedures only. Documented answers with trace

Time
2–3 months
Cost
€40–80k
Risk
Low. No standards licence, no QMS impact
02CHOSEN

Golden opportunity

MVP, plus licensed standards and the two-tier answer: documented or provisional, with the QA sign-off loop and automatic notifications

Time
4–6 months
Cost
€150–250k
Risk
Medium. Standards licence and a light tool validation
03

Full ambition

Advisor integrated with the eQMS and the design history file, logging every answer as a decision

Time
12–18 months
Cost
€0.6–1M
Risk
High. A validated system

What was chosen

Golden opportunity, with MVP as the first step. QA defined the sign-off loop themselves, so the tool extended their reach instead of bypassing it.

What it gave the client

The documented share of questions went from days to minutes. QA saw only the ambiguous ones, and every answer in the company could be traced back to a source.