AI evidence summaries for sanctions review

Start with a cited evidence summary. Make your own review decision.

When the approved AI service is configured, eligible retained matches receive automatic evidence summaries with source citations. See recorded match signals, conflicts, and warnings before working through the original evidence.

API and compliance dashboard included in every plan.

SanctionsKitIllustrative workflow

Potential match

Your subject

Names & aliases

Available identifiers

Dates & locations

Source record

Names & aliases

Available identifiers

Dates & locations

Compare supporting facts and conflicts.

Record the evidence behind your decision.

Open Confirm or dismiss with a note
Compare the identity before deciding

What this helps your team do

Put useful context at the start of the investigation.

A summary as you open the result

Eligible results load an automatic summary when the service is available. A valid cached summary is reused for the same evidence, and changed evidence invalidates the old brief.

Recorded facts with source citations

Follow highlighted match signals and conflicts back to retained source evidence. The brief discloses when it summarizes selected examples so you can inspect every candidate.

Human judgment stays explicit

The summary explains recorded evidence. Reviewers decide whether identities match, document the business decision, and obtain a second review when required.

A practical use case

An analyst opens a case with several potential matches.

A cited overview helps the reviewer orient the investigation. It does not replace the full candidate comparison or turn a similarity score into an identity conclusion.

  1. 01

    Read the available evidence summary

    For an eligible retained result, the configured service prepares or retrieves a cached brief of recorded match signals, conflicts, and source warnings.

  2. 02

    Check citations and useful missing facts

    Compare every candidate with the original evidence. A separate deterministic checklist can suggest useful missing country details, birth-date precision, or typed identifiers.

  3. 03

    Record a reasoned human decision

    Resolve the identity question, document your organization’s business decision, and explain uncertainty or escalation. The AI summary cannot approve or clear the subject.

For the people behind the process

One capability. Useful to the whole team.

Compliance teams

A starting point grounded in the case

Use cited match signals to orient your review, then verify the full evidence and record your own conclusion.

Explore your workflow

Operations

Review continues when assistance is unavailable

The original retained evidence remains the basis for the workflow even when an AI summary cannot be generated.

Explore your workflow

Developers

Evidence assistance in the included dashboard

Retained API results reach the same review workspace, where eligible results can receive a summary when the service is configured.

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Evaluate the details

AI evidence summaries: practical questions.

When are automatic AI evidence summaries available?

Availability depends on approved provider configuration, review permissions, and eligible retained evidence. The configured service applies across customer workspaces, but minimal-retention and expired screenings are not eligible. If the service is unavailable or a result is ineligible, continue reviewing the original evidence.

Does AI decide whether a sanctions match is a false positive?

No. The summary highlights recorded evidence with source citations. It does not determine identity, clear a subject, approve a customer, or decide whether activity is permitted. A human reviewer compares every candidate and records the identity and business decisions.

Is the missing-fact checklist also generated by AI?

No. It is a separate deterministic checklist built from retained candidate evidence and does not need an AI provider. It suggests useful missing country information, birth-date precision, or typed identifiers when those facts can help distinguish or corroborate candidates. Missing information remains unknown; the checklist cannot clear a subject.

What happens when the evidence changes?

A cached summary is tied to the retained evidence it describes. Changed evidence invalidates that summary, and a new eligible brief must be prepared. Summary availability also follows access permissions and evidence retention.

See SanctionsKit in action

Explore evidence assistance alongside deliberate human review.

Try the interactive demo with synthetic examples. Compare plans for your team’s screening volume.