AI agentVendors and suppliers

AI conflict of interest check agent

An AI conflict of interest check agent compares supplier owners, directors, addresses and bank details with employee declarations and your internal records, and notes overlaps that deserve a look.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Supplier owners and contacts
Staff declarations
Staff records permitted for the check
Requester details
AI conflict of interest check agentPrepared for review
  • ✓Possible match list
  • ✓Decision record
  • ✓Control record
Handed toEthics officer 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. 1Collect namesAgent
  2. 2CompareRecord
  3. 3List linksAgent
  4. 4Ethics reviewsPerson
  5. 5Record outcomeRecord
  6. 6Notify ownerAgent

Agent collects supplier owners and key contacts.

Agent compares them with staff and declarations.

Agent lists possible relationships and their basis.

Ethics officer decides whether a conflict exists.

Decision and any controls are stored.

Agent informs the requester of the outcome.

The basics

What is an AI conflict of interest check agent?

It checks that the people on the request, such as the requester and approver, have submitted a current declaration, and chases missing ones through a draft message.

Read the full explanation

It lists each possible link with the evidence and its confidence, and sends it to a named reviewer without drawing any conclusion about intent.

Where it breaks

Why this step is hard by hand

Conflicts are rarely declared openly, and spotting a link means connecting data that sits in separate systems and is held by different teams.

A shared address or bank account is not visible when records are reviewed one at a time.

People do not always file them, and nobody checks.

Reviewers are reluctant to raise a suspicion without evidence.

Common names create false positives and erode trust in alerts.

Conflicts surface after the contract is signed, when options are limited.

The path

How the agent does it

  1. 01Gather the data

    Supplier owners, directors, addresses and bank details are collected with the people involved in the request.

  2. 02Compare with declarations

    These are compared with employee declarations and relevant internal records your policy allows.

  3. 03Rate each link

    Possible links are scored on how strong the matching details are, to separate coincidence from concern.

  4. 04Check declarations are current

    Missing or old declarations from the people involved are identified and a reminder is drafted.

  5. 05Route privately

    Findings go only to the named compliance reviewer, with the evidence and no conclusion on intent.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

Book a demo
Under the hood

Inside the work

AspectBy handWith the agent
CoverageConflicts are caught only if someone recognises a name.Agent compares supplier names against declarations and staff records permitted for the check.
DeclarationsStaff declarations are not linked to suppliers.Declared interests are matched to supplier records.
DiscretionFindings are discussed informally.Matches go only to the ethics officer.
ControlsMitigations are agreed verbally.Agreed controls are recorded on the record.
TimingChecks happen after selection.Checks happen before onboarding completes.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Handle with discretionPeople decide who is told and how an enquiry is conducted.
  • ✓
    Judge the linkA reviewer decides whether a connection is a conflict, a coincidence or acceptable with controls.
  • ✓
    Set the policyCompliance defines what must be declared and what counts as a conflict.
  • ✓
    Decide consequencesAny action affecting a person or a supplier is for people to take.

Mistakes to avoid

  • ×
    Treating a match as proofOverlapping details can be coincidence.
  • ×
    Widening access to findingsEarly exposure can harm people who have done nothing wrong.
  • ×
    Relying on self-declaration onlyDeclarations are useful but not complete.
  • ×
    Checking only at onboardingRelationships change during the supplier's life.

Not sure where conflict of interest check 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. 1Agree scope

    Agree what data may be compared.

  2. 2Quiet pilot

    Run checks for a small group of suppliers.

  3. 3Review matches

    Check false match levels.

  4. 4Widen

    Extend to all new suppliers.

Signs you would benefit

Chance discoveryConflicts surface by accident.
Unlinked declarationsStaff declare but nothing connects.
Informal handlingCases are not recorded.
Late checksConflicts are found after contract.
The numbers

How to measure it

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

Declaration currency rate

Currency (%) =
approvers and requesters with a current declarationapprovers and requesters on supplier requests× 100

It shows whether the people involved in supplier decisions have declared interests recently. Low currency weakens any conflict check.

  • Track possible links reviewed and the share confirmed.
  • Report time from flag to reviewer decision.
Questions

Frequently asked questions

Quick answers to what people ask most about conflict of interest check.

Book a demo
What is a conflict of interest check for suppliers?

It is a check for personal, financial or family connections between people at your company and a supplier. An AI agent can compare data and declarations and flag possible links for compliance to review.

Does the agent accuse anyone of wrongdoing?

No. It reports possible links with the evidence and confidence, and a compliance reviewer decides what, if anything, they mean.

What data does the agent compare?

Supplier owners, directors, addresses and bank details against declarations and internal records that your policy and privacy rules allow it to use.

Who sees the results?

Only the reviewers your policy names. Restricting access protects individuals while the facts are established.

Related AI agent pages

More in vendors and suppliers24 pagesSee all 324 AI agent pages →

Try conflict of interest check on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample