AI agentVendors and suppliers

AI supplier merge agent

An AI supplier merge agent takes a confirmed set of duplicates and proposes which record should survive, based on completeness, activity and the age of the record, for a person to choose.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Confirmed duplicate pair
Linked POs and invoices
Contracts
Bank details
AI supplier merge agentPrepared for review
  • ✓Merge plan
  • ✓Conflict list
  • ✓Relink list
  • ✓Audit note
Handed toMaster data owner approves the plan
5inputs it reads
6steps in the walkthrough
1point where a person decides
4outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Select pairAgent
  2. 2Compare fieldsAgent
  3. 3Draft survivorAgent
  4. 4Owner approvesPerson
  5. 5RelinkRecord
  6. 6RetireRecord

Agent takes a confirmed duplicate pair.

Agent compares every field and linked record.

Agent proposes the surviving record and values.

Master data owner approves the merge.

Open POs, invoices and contracts point to the survivor.

The retired record is blocked and kept for audit.

The basics

What is an AI supplier merge agent?

It compares field by field and shows the value to keep, the value to retire and any conflicts, such as two different bank accounts or payment terms.

Read the full explanation

It lists everything linked to the records that must move, such as contracts, open purchase orders, invoices, contacts and documents, and prepares the plan for a data owner to approve.

Where it breaks

Why this step is hard by hand

A merge is difficult to undo, so a careless one can break contracts, redirect payments or erase history.

Open orders, invoices and contracts all point to the old records.

Two records hold different terms or bank accounts and only one can win.

Merging in the wrong direction drops audit trail and past performance data.

Moving a bank account across records without checks can redirect funds.

Other systems may still use the retired record's identifier.

The path

How the agent does it

  1. 01Confirm the set

    The agent only starts from a duplicate set a person has confirmed.

  2. 02Propose the survivor

    It suggests which record to keep, with reasons, for a reviewer to accept or change.

  3. 03Map the fields

    Each field shows keep, retire or conflict, with the source of every value.

  4. 04List linked items

    Contracts, orders, invoices, contacts and documents are listed with how each will be moved.

  5. 05Prepare for approval

    A merge plan with conflicts highlighted goes to a data owner, and the result is logged after approval.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
ChoiceStaff guess which record to keep.Agent proposes a survivor with reasons based on activity and completeness.
Linked itemsOpen orders and contracts are forgotten.Agent lists every linked item before the merge.
ConflictsConflicting values are overwritten.Conflicting fields are shown for the owner to pick.
ReversibilityMerges cannot be undone.The merge plan records the old values.
HistorySpend history splits across records.Combined history is shown for the survivor.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Approve the mergeA named owner decides it goes ahead.
  • ✓
    Choose winning valuesPeople decide which terms and details survive.
  • ✓
    Verify payment detailsAP or treasury confirm the correct account before it is kept.
  • ✓
    Inform affected teamsStaff tell anyone who relies on the retired record.

Mistakes to avoid

  • ×
    Merging before confirming duplicatesA false match damages two real suppliers.
  • ×
    Carrying over unverified bank detailsThis is how funds get redirected.
  • ×
    Deleting instead of retiringKeeping the old identifier as an alias protects history and lookups.
  • ×
    Forgetting linked systemsOther tools may still point to the old record.

Not sure where supplier merge 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. 1Rules

    Agree survivor criteria.

  2. 2Plans only

    Have the agent prepare merge plans.

  3. 3Small batches

    Execute merges in small approved sets.

  4. 4Keep audit

    Retain retired records for evidence.

Signs you would benefit

Orphaned itemsPOs point at retired records.
Lost historySpend splits across twins.
Wrong survivorThe weaker record stays.
No undoMerges cannot be reversed.
The numbers

How to measure it

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

Clean merge rate

Clean merge rate (%) =
merges completed with no later correctionmerges completed× 100

It shows how many merges hold up without rework. A low rate means conflicts or linked items are being missed before approval.

  • Log the cause of every post-merge correction.
  • Track average time from confirmed duplicate to completed merge.
Questions

Frequently asked questions

Quick answers to what people ask most about supplier merge.

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What is a supplier merge?

It is combining confirmed duplicate supplier records into one record while keeping history, contracts and open transactions. An AI agent can prepare the plan and flag conflicts for a person to approve.

Does the agent perform the merge itself?

No. It prepares the plan and the mapping. A data owner approves, and the change is logged.

What if the duplicate records have different bank accounts?

The agent flags it as a conflict and a person in AP or treasury verifies which account is valid before it is kept.

Can a merge be reversed?

That depends on your systems. The agent records what was changed so that a reversal can be planned, but you should treat a merge as a decision that needs care.

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Try supplier merge 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