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Understanding the AI review recommendation

What the AI-assisted review recommendation, confidence level, and comparison results mean on an Ongoing Monitoring alert, and what to do.

Written by Ula Moyse-White

When you open an Ongoing Monitoring alert, AI-assisted review shows a recommendation on whether the flagged record relates to your client, along with a confidence level and the evidence behind it. This article explains what the recommendation and the supporting labels mean, and what you need to do with them.


Where you will see this

The recommendation appears at the top of a monitoring alert when you open it for review, with the supporting evidence set out below it.


What this means


The recommendation

The recommendation answers a single question: is this your contact? It summarises whether the flagged record is likely to be your client or likely to be a different person, based on the evidence the agent gathered.

Confidence level

Alongside the recommendation, a confidence level indicates how strong the agent considers the supporting evidence to be.

What was flagged and what matched

What was flagged is the reason the alert was raised, such as a politically exposed person classification. What actually matched is the specific detail that aligns between your client and the flagged record, such as a name or an address.

Full comparison results

The full comparison lists each identifier side by side and gives a result for each, showing where your client and the flagged record agree, where they differ, and where no data is available.


Common reasons for a recommendation

The agent weighs a range of factors when reaching a recommendation, including:

  • Whether the name, date of birth, address, or other identifiers align with your client.

  • The type and seriousness of the flag, such as a sanction, a PEP classification, or adverse media.

  • What the source supplied with the alert says, and whether it connects to your client.

  • What the agent found, or did not find, in its open web research.


What you need to do

The recommendation is guidance to speed up your review. It does not close the alert or make the decision for you. You need to review the evidence, decide whether the flagged record is your client by selecting Match or Not a match, and then select Mark as reviewed.


What happens next

Once you record your decision and mark the alert as reviewed, its status updates on the dashboard and your comment is kept as part of the audit trail.


Important information

  • The recommendation is a decision-support aid and does not constitute legal or compliance advice. Your firm must apply its own risk-based approach.

  • A match against a PEPs, sanctions, or watchlist source does not confirm that your client is on that list.

  • Confidence levels reflect the agent's assessment of the available evidence, not a guarantee. Always review the underlying detail.

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