AI agentVendors and suppliers

AI sanctions screening agent

An AI sanctions screening agent prepares the names to screen: the supplier's legal and trading names, directors and beneficial owners, with alternative spellings and transliterations.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Entity and owner names
Sanctions lists
Country and address data
Prior screening decisions
AI sanctions screening agentPrepared for review
  • ✓Match queue
  • ✓Decision record
  • ✓Rescreen log
Handed toCompliance analyst receives matches
5inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Gather namesAgent
  2. 2Screen listsRecord
  3. 3Score matchesAgent
  4. 4Analyst reviewsPerson
  5. 5Record decisionRecord
  6. 6Rescreen laterAgent

Agent collects entity and owner names.

Agent compares names with sanctions lists.

Agent ranks possible matches by closeness.

Compliance analyst decides true or false match.

Reasoning and list versions are stored.

Agent repeats screening when lists change.

The basics

What is an AI sanctions screening agent?

It compares them with the lists your compliance team has chosen, scores how closely each potential match fits using other details such as country and date of birth, and sorts hits by likelihood.

Read the full explanation

It records the screening date and result against the supplier and sets the next rescreen date, sending any potential match to a named compliance reviewer.

Where it breaks

Why this step is hard by hand

Name matching produces many false hits, so reviewers either drown in alerts or start to wave them through.

Common names generate hits that are not the supplier.

Transliteration and abbreviation mean a true match may not look identical.

Only the company name is screened, not its owners and directors.

Lists change, and a supplier clear at onboarding may be listed later.

Reviewers clear alerts with no record of why.

The path

How the agent does it

  1. 01Assemble the names

    Legal name, trading names, owners and directors are listed with variants.

  2. 02Screen against chosen lists

    Each name is compared with the lists your compliance team selected.

  3. 03Triage the hits

    Hits are ranked using supporting details, and obvious non-matches are explained rather than discarded.

  4. 04Document the result

    The date, lists used, hits and reasoning are recorded on the supplier.

  5. 05Route and rescreen

    Potential matches go to a reviewer, and a rescreen date is set according to policy.

Want to see this flow on your own items?

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Under the hood

Inside the work

AspectBy handWith the agent
Name listOnly the supplier name is screened.Agent also screens listed owners and directors shown on file.
Match noiseAnalysts clear many false matches from scratch.Agent ranks matches and shows the identifying data side by side.
DocumentationReasons for clearing are brief or missing.Each decision stores the reason and the list version.
OngoingScreening happens once at onboarding.Agent can repeat screening when lists update, for review.
SpeedScreening waits behind other work.Hits are queued with context so analysts start on the hard ones.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Decide matchesCompliance clears or confirms every potential match.
  • ✓
    Choose the listsCompliance decides which lists apply to your business and regions.
  • ✓
    Act on confirmed hitsPeople decide to block, report or seek legal advice.
  • ✓
    Own the rescreen policyCompliance sets how often suppliers are rescreened.

Mistakes to avoid

  • ×
    Screening the company onlyOwners and directors are often the link.
  • ×
    Clearing hits without notesLater reviewers cannot see why a decision was made.
  • ×
    Screening onceA supplier can be added to a list after onboarding.
  • ×
    Relying on exact matchingTrue matches often differ in spelling or order.

Not sure where sanctions screening fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1List sources

    Choose the lists you screen against.

  2. 2Shadow screening

    Compare the agent's ranking with analyst decisions.

  3. 3Add owners

    Screen owners as well.

  4. 4Add rescreening

    Repeat screens when lists change.

Signs you would benefit

Many false hitsAnalysts waste time on noise.
One-off screeningNobody rescreens later.
Thin recordsClearing reasons are not kept.
Owners ignoredOnly the supplier name is checked.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Potential match review time

Review time (days) = date potential match resolved − date match raised, averaged across hits

It shows how long suppliers wait while a hit is reviewed. Long times can hold up onboarding and payments.

  • Track the share of hits cleared as false positives to tune the matching rules.
  • Report overdue rescreens.
Questions

Frequently asked questions

Quick answers to what people ask most about sanctions screening.

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What is sanctions screening for suppliers?

It is checking a supplier and its owners against government sanctions lists before doing business. An AI agent can run the comparison and sort likely matches from false ones for compliance to review.

Does the agent block a supplier?

No. It flags potential matches and records its reasoning. Compliance decides whether to clear, block or escalate.

Why screen directors and owners?

Because sanctions often apply to individuals who control a company, so screening only the company name can miss a connection.

How often should suppliers be rescreened?

That is a compliance policy decision. The agent applies the schedule your team sets and flags suppliers that are due.

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Try sanctions screening on your own data

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  • Every action is logged
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