What does the sanctions screening regression benchmark produce?
Compare supplied baseline and candidate screening observations against exact approved synthetic cases, including paired changes and missing coverage.
Use the task-specific inputs and exact original evidence files above to prepare and review this tool in your browser. Inspect the complete named findings and scope limits before preparing the formal pack. Save unfinished work and retain the complete recovery ZIP. Customer applicability, approvals and evidence quality require responsible review.
What do you need before you start?
- Define the selected source population and your exact policy.
- Keep the original files and source pointers used for every finding.
- Resolve missing inputs and inspect unresolved findings before export.
What information do you enter?
The released tool must ask only for information needed by this bounded task.
- Case reference, organization, subject, responsible reviewer, preparation date and selected scope.
- Your policy reference, version, approver, approval date and exact supporting source IDs.
- Original file IDs, names, byte lengths and SHA-256 hashes with source locators, dates, custodians and verification assertions.
- Baseline Version
- Candidate Version
- Cases rows / reference
- Cases rows / synthetic Label
- Cases rows / scenario
- Cases rows / expected
- Cases rows / source IDs rows
- Observations rows / case Reference
- Observations rows / version
- Observations rows / observed
- Observations rows / provider
- Observations rows / list Version
- Observations rows / tested On
- Observations rows / source IDs rows
What you can download
Every result must identify its supplied facts, assumptions and unresolved items.
| Free result | Included downloads |
|---|---|
Enter your information, inspect the on-screen result and keep a browser backup. Editing and direct copies of your entered information stay free. |
These supported outputs are free. No checkout is required. |
Fictional review report (PDF). Editable review (DOCX). Complete fictional pack (ZIP). Requires tailoring and responsible review. Samples use the finalized renderer.
How does the sanctions screening regression benchmark work?
- 1Define the selected task
Compare supplied baseline and candidate screening observations against exact approved synthetic cases, including paired changes and missing coverage.
- 2Record exact task facts
Match exact case and version identities. Count true positives, false positives, true negatives and false negatives only for one nonerror observation. Retain missing, duplicate, error and unassigned results separately. Compare each complete baseline and candidate pair against the synthetic expectation.
- 3Inspect complete findings
Review source links, exact calculations and every unresolved finding.
- 4Keep recoverable work
Save unfinished work and exact original bytes in this browser. A complete ZIP restores the accepted workspace and original files after integrity checks. Original checkpoints and purchased archives remain separate. Restore grants no payment or execution authority. Reprepare after rejected recovery before checkout.
- 5Prepare the completed pack
Eight core files, one member per retained original, plus any method-generated chart, synthetic data, approved draft or reporting artifact. The real component calculates the exact prepared count. Downloads are free.
Method and sources
Apply the steps above to the supported inputs. Use the listed source sections to review the rule basis, assumptions and limits.
- A Framework for OFAC Compliance CommitmentsTesting, auditing, internal controls and records support sanctions compliance programs. Your supplied synthetic results do not screen real parties or prove provider execution.Office of Foreign Assets Control. Reviewed 2026-10-09.
- BSA/AML Independent TestingRisk-based testing and workpapers support documented program review. An isolated synthetic fixture or change record does not establish monitoring effectiveness.Federal Financial Institutions Examination Council. Reviewed 2026-10-09.
Common questions
What information does the sanctions screening regression benchmark need?
Enter case reference, organization, subject, responsible reviewer, preparation date and selected scope; your policy reference, version, approver, approval date and exact supporting source IDs; original file IDs, names, byte lengths and SHA-256 hashes with source locators, dates, custodians and verification assertions; baseline Version; candidate Version. Define the selected source population and your exact policy.
What does the sanctions screening regression benchmark produce?
Compare supplied baseline and candidate screening observations against exact approved synthetic cases, including paired changes and missing coverage. Complete findings, exact task facts, mechanical counts and unresolved evidence gaps in Word, PDF, CSV and Excel. A source manifest binds the approved policy, public method sources, original file hashes and every supplied source pointer. A complete recovery ZIP retains unfinished drafts, prepared results and exact originals with a hashed delivery manifest. Review unresolved findings and limitations before use.
Who makes the final decision?
A responsible person reviews the result. No screening API runs here. Synthetic expected labels are your fixtures. Confusion counts and alert changes do not clear real parties or establish provider semantic quality.
Is this tool free?
Yes. The on-screen result and listed downloads are free. No checkout is required. Keep local backups and review the stated method and limits.
Can I use the sanctions screening regression benchmark for this task?
Compare screening results against approved synthetic cases and retain missing coverage. No screening API runs here. Synthetic expected labels are your fixtures. Confusion counts and alert changes do not clear real parties or establish provider semantic quality.
What still needs review?
No screening API runs here. Synthetic expected labels are your fixtures. Confusion counts and alert changes do not clear real parties or establish provider semantic quality.