Ethics Is a Process, Not a Poster

Many organizations have an AI ethics principles document. Few have an AI ethics process. The document says "we value fairness." The process decides who checks, when, with what authority, and what happens when the check fails.

In plain English: principles describe your intentions. Process determines your behavior.

An ethics process is unglamorous: a fairness review step in the project plan. Named owners for the ethics questions. A written record of what was tested and decided. A scheduled re-check after deployment. None of this is philosophical — it's project management with a conscience.

Here's the test: if your ethics lead left tomorrow, would the fairness checks still happen? If yes, you have a process. If no, you have a person — and people leave, get busy, or get overruled.

From my systems background, this is the oldest lesson in compliance: what isn't in the process doesn't happen reliably. Don't frame your AI principles and call it done. Wire them into how work actually gets done, and they'll survive contact with deadlines.

I explain frameworks; I don't give legal counsel.