How can a buyer inspect the quality of an authority-limited approval release?
Quality here is mostly internal consistency, which can be tested with queries: rule checks, time checks, coverage checks and a judgement on realism.
Quality in this workflow is mostly about internal consistency, which a buyer can test with queries before any model is involved.
Start with the **rule check**. For every decision, the approver's authority at the decision time, taken from the matrix or from an active delegation, should cover the amount and risk rating. Decisions that break this should appear only where the release labels them as exceptions.
Next, the **time check**. Delegations must be valid on the decision date, matrix rows must be in effect, and timestamps must run in order from submission to decision.
Then the **coverage check**. Look at the spread across amount bands, risk ratings and outcomes. A release where nearly every request is approved at the first level gives a model little to learn from.
Finally the **realism check**, which is a judgement. Read a sample of reason codes, notes and handovers and ask whether the sequence looks like how an organisation would behave, including delays and rework. The output is generated, so also test for repeated phrasing, templated notes and any text that looks lifted from a real record, and treat disclosure risk as something to inspect, not assume away.
Failure modes to look for include limits that contradict the policy text, circular delegations, approvers who approve their own requests, and outcomes that never vary.
Most quality problems in this workflow show up in simple joins and date comparisons, so a buyer can test a release before any model is involved.
- Audience:
- Licensed resellers
- Content type:
- Explanation
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
- Which failure modes should an approval agent evaluation include?
- How do I inspect the quality of generated authority rules and approval cases?
- How do environment reset, state diffs and grader hooks work for approval tasks?
- What success criteria should I use for an agent handling approvals?
- How does an evaluation catch an agent approving its own requester's credit adjustment?
- What checks should I run before accepting a generated approval sample?