How AI is used here
This suite uses AI, and it tells you exactly where. The short version: AI explains, drafts and reviews. It never decides anything, never produces a number, and never touches a finding.
The dividing line
Every score, threshold, tonnage, trajectory and gate outcome in this suite is computed by deterministic code from data committed to the repository. Run the same inputs twice and you get the same answer, which is what makes a result reproducible for an assurer.
AI sits outside that. It is given a conclusion that has already been reached and asked to put it in words, or it is given your own text and asked to read it critically. It is never in the path between your inputs and a finding.
The five guardrails
What each feature may and may not do
Model card
The sources the assistant is allowed to cite are listed on the standards register. Anything outside that list causes a response to be thrown away.