Human review

Some answers wait for a person.

Policy holds an output before anyone uses it when the data is confidential or restricted, the business risk is high, the evaluation estimate is low, or no model met the quality bar.

Summarize this payroll exception report for the controller.

RestrictedRan on Local AISimulatedexe_seed_20261030_00hkl0

Approved

Simulated output. On a local install this request runs on Qwen 3.5 9B through Ollama.

One employee record is flagged for a duplicate deposit and needs reversal before the next run.
Salary adjustments are pending for two employees on leave; hold them until HR confirms dates.
No other exceptions this cycle.

Why it was held

Restricted data is always reviewedRestricted data: policy requires human review before use

The run

ModelQwen 3.5 9B

Evaluation estimateNot evaluated

Latency8.9 s

External API cost$0.00

Approved by Demo reviewerLooks good.