How can I inspect the quality of generated conditional approval material?
Quality shows up in internal consistency, policy fit, exception realism and disclosure risk. Each can be checked with specific tests before you build on a sample.
Inspect a sample in four passes.
**Structure.** Every condition should point to an existing approval, every evidence item to an existing condition, and every gated action to conditions that exist. Statuses should only follow allowed transitions, and timestamps should be in a sensible order: evidence cannot predate the request it answers.
**Policy fit.** Read the written rules and test records against them. If a policy says a condition is not waivable, no waiver record should clear it. If evidence must be under a set age, check that accepted evidence meets it.
**Plausibility.** Ask a domain reviewer whether the conditions, roles and delays look like what happens in their sector. Look for tidy patterns that real work rarely has, such as every condition cleared in the same order.
**Grounding and disclosure.** The material is generated, not real records, but a buyer should still look for text or identifiers that seem lifted from a real source, and for rare combinations that might point to one.
Keep a log of each defect with the record identifier. Defect patterns tell you whether the issue is generation settings, policy text or schema mismatch, and they give you a concrete basis for asking for a revision.
Run structural, policy and plausibility checks on a sample first; they reveal most weaknesses before any agent is trained or scored.
- Audience:
- Environment builders
- Content type:
- Explanation
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
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- How should I score an agent on conditional approvals beyond a single pass rate?
- Which checks should I run on a sample before committing to wider use?
- What does a failed evaluation run look like when an agent binds a policy too early?
- How do I wire graders and reset into a conditional-approval environment?