Veracity
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Release only what can be defended.

From AI-generated output to a defensible release

HOW IT WORKS

Veracity creates a release boundary around consequential AI-generated work. It checks supported claims against source-of-record evidence and explicit business rules before recording the decision.

The release flow

Four steps, one attached decision.

  1. 01AI-generated work entersAn AI-generated artifact or analysis enters the workflow.
  2. 02Veracity checksSupported claims are tested against source-of-record evidence and workflow-specific business rules.
  3. 03Release / Hold / BlockRelease when requirements pass. Hold when evidence or a rule is unresolved. Block when a required check fails.
  4. 04Evidence remainsThe evidence, checks and decision remain attached to a verification record reviewers can inspect.

Where Veracity fits

Before downstream use.

Teams can generate artifacts with Veracity or keep using their existing tools. Veracity checks supported AI-generated artifacts before they are shared or exported.

A source workbook shows a margin value of 23.7 percent. An AI-generated output file says 14 percent. Veracity checks the AI-generated output file against connected source evidence, fails the accuracy check and blocks the release before it can be shared.

Source workbook Generated output file Accuracy check Release blocked
Q3 Operating Model.xlsx
fx =($13.1M - $3.1M) / $13.1M 23.7%
1 Line itemQ3 valueSourceFormulaStatus
2 Revenue$13.1MGL-102ImportedReviewed
3 Claims reserve$3.1MCL-441ImportedReviewed
4 Operating margin23.7%Workbook=margin()Reviewed
5 Evidence refSR-1042SnapshotLockedReady
6 Workbook statusSourceScope definedEvidenceFinal
Generated output file Q3 finance review AI-generated artifact under review
Report contents

Revenue increased to $13.1M.

Operating margin improved to 14%.

Awaiting export.

Verification in progress
Output file Claim contradicted
Configured check
Generated claim 14%
Source re-calculation 23.7%
Accuracy check Failed
Release decision Block
Verification record Attached
Veracity decision Block Source mismatch
Export destinations Block
Slack #finance-review
Block
Teams Quarterly reporting
Block

Veracity blocks release at the accuracy check.

Release checks & verification

An evidence record for every release decision.

Workflow owners define what must be true. Veracity turns those requirements into repeatable release checks, records the evidence and preserves the final decision. Release / Hold / Block | the verification record stays with the AI-generated artifact for review.

The generated finance review says 14 percent. Source evidence re-calculates 23.7 percent. The selected finance check fails and blocks release. The verification record documents the configured checks and decision.

Generated output file Q3 finance review
14%
Source evidence 23.7% Re-calculated value
Finance release profile v0
Selected release checks Required checks
  • Accuracy check Failed
  • Completeness check Pending
  • Freshness check Pending
  • Traceability check Pending
Verification record · sample Block
Q3 finance review
Overall status Accuracy check failed
Verification record Evidence attached · decision recorded

See the release boundary in the context of your workflow.

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