Illustrative application domains

Use cases

These domains show where evidence integrity, version history, and independent review could make an operative package more portable, precise, and reviewable. Healthcare is the current published profile and reference demonstration.

01

Healthcare

Prior authorization, claims, appeals, and data exports

Evidence package
Decision receipt, policy snapshot, privacy report, and optional FHIR/X12 wire bytes
Integrity upgrade
Clearer appeals, safer exports, faster reconciliation, and stronger review evidence
02

Financial services

Adverse action, fraud review, AML case release, and model risk

Evidence package
Application or transaction evidence, policy thresholds, model version, and analyst override
Integrity upgrade
Reviewable automated decisions and precise detection of changed inputs or rules
03

Insurance

Claims, underwriting, coverage disputes, and catastrophe assessment

Evidence package
Policy version, inspection evidence, valuation, decision, and adjustment history
Integrity upgrade
Faster dispute handling and a precise record of the operative policy and evidence
04

Public administration

Benefits, licensing, tax, procurement, and appeals

Evidence package
Application evidence, governing-rule snapshot, calculations, and human overrides
Integrity upgrade
More accountable automation, stronger procedural review, and clearer case records
05

AI governance

Model deployment, evaluation release, prompt/configuration audit, and inference review

Evidence package
Model and runtime digests, evaluation suite, prompt, policy, and decision receipt
Integrity upgrade
Connect outputs to the exact model and configuration that produced them
06

Legal and e-discovery

Collection, OCR, redaction, production sets, and exhibits

Evidence package
Original files, forensic manifests, derivations, redaction maps, and operative exhibit
Integrity upgrade
Stronger chain of custody, transformation clarity, and reproducible disclosure packages
07

Manufacturing and laboratories

Batch release, quality certification, test result, and deviation review

Evidence package
Materials, instrument output, method, calibration, software, and approvals
Integrity upgrade
Faster root-cause analysis and exact quality-release evidence
08

Cybersecurity

Incident evidence, forensics, vulnerability disclosure, and remediation release

Evidence package
Logs, images, memory captures, configurations, and analysis derivatives
Integrity upgrade
Preserve exact incident evidence and make analytical transformations auditable

Published healthcare profile

Start with a concrete healthcare workflow.

The Healthcare Profile shows the complete pattern through synthetic cases and the reference applications.

Explore healthcare verification