SL-BAG-001

Why should AI production, audit and release be separated?

Build–Audit–Govern Separation assigns content creation, independent challenge and release authority to distinct roles or sessions.

AuthorWalter Shepherd
Published26 July 2026
Updated26 July 2026
Version2.1.0
StatusPublic Research and Pilot Release
MethodSL-BAG-001

What this method prevents

The same AI writes, reviews and certifies its own output, creating reflexive self-exemption rather than independent assurance.

Illustrative example

One model drafts a brief, a separate session or model audits it, and the accountable executive decides whether it may be used.

A controlled sequence

  1. Define the build mandate.
  2. Use a separate audit mandate and context.
  3. Preserve source and claim records across handoff.
  4. Resolve audit findings through controlled rewrite.
  5. Keep release authority with an authorised human.
  6. Record the final handover and reliance conditions.

The method supports governance; it does not self-authorise a decision.

Application must be proportionate to the task, evidence and consequence level. The output should state what has been registered, what remains uncertain and which authorised human or organisation controls release.