Inputs
The systems and standard your team chooses
- Runbook, source material, and definition of done
- Records from Box, Snowflake, ServiceNow
Claims leakage review
Closed files checked for missed value
What it does
- Reviews closed claims against handling rules and comparable outcomes
- Flags missed recoveries, inconsistent reserves, and process exceptions
- Produces a cited findings pack for quality review
How it works
- 1Samples files under the approved review criteria
- 2Compares decisions with policy, notes, and payment history
- 3Routes findings by root-cause category and severity
Deployment contract
What goes in, what comes out, and where people review.
Outputs
A finished artifact with its work attached
- Reviews closed claims against handling rules and comparable outcomes
- Flags missed recoveries, inconsistent reserves, and process exceptions
Approvals
Human control at the steps that matter
Route exceptions and controlled actions to the designated reviewer before anything is committed.
Evals
Quality measured against your rubric
Score completed runs against accepted examples and task-specific criteria. Review failures with the source trace before changing the runbook or model.
Example result
The result is reviewable, not a black box.
A completed run keeps the task, sources, actions, approvals, and eval result together. Open any step to inspect what happened or send it back with a correction.
RUN
Claims leakage review
- Samples files under the approved review criteriaSource trace saved
- Compares decisions with policy, notes, and payment historySource trace saved
- Routes findings by root-cause category and severityOutput prepared
Rubric score, sources, and action log travel with the result
Related agents
Deploy in days, not months.
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