Audit Grill-Me resources

Audit Grill-Me™ - worksheet

The eight-element reconstruction test

IEGInvariant Engineering Group

Pick one AI-assisted decision. For each evidence element below, mark whether you could produce it today, on demand, from retained evidence, not from memory. Count the elements marked present, then read your posture against the score bands.

Evidence elementPresentMissing
01
Model version
Provider, model, and configuration behind the output
02
Prompt / system instruction
The exact system and user prompt, fully rendered
03
Input data
The input as it was at decision time - a snapshot
04
Retrieved sources
Documents, chunks, and ranking the model retrieved
05
Original output
The output as first generated, before any edit
06
Human reviewer
Who reviewed it - and what they actually saw
07
Approval / override record
Who approved or changed it, when, on what basis
08
Retained evidence
Stored, immutable, and time-bounded

0-3 present

High reconstruction risk

Critical evidence is missing. The decision could not be reconstructed or defended under examination.

4-6 present

Partial auditability

Defensible in outline, not in full. The kind of gap that surfaces under examination, not before.

7-8 present

Stronger evidence posture

Most evidence is in place. Harden and document the remaining elements so the trail holds.

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