Look-Back Integrity · Executive Summary

Retroactive Verification

JIL replays historical transactions through the full verdict engine, surfacing recoverable exposure and producing court-ready evidence for each finding.

500+Production checks
< 2 secDeterministic verdict
CREBCourt-ready evidence
The problem

The exposure

Improper payments, fraud rings, and compliance failures hide in historical data that no one has the tooling to re-examine at scale.

The solution

What JIL does

JIL replays historical transactions through the full verdict engine, surfacing recoverable exposure and producing court-ready evidence for each finding.

Key benefits

Outcomes you can stand behind

Full historical scope

Maximum look-back, not a narrow recent window.

Recoverable findings

Quantified exposure with a litigation-ready evidence bundle.

Deterministic re-run

Same rules, reproducible verdicts across years of data.

Who it serves

Built for

Payers, agencies, and institutions with large historical claim or payment data.

Why JIL

The difference

Findings are anchored to statute and sealed as admissible evidence. It deploys inside your own cloud, so it inherits the compliance posture you already hold, and AI accelerates the work while deterministic rules and humans decide the outcome.

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