AI agentIntake-to-pay

AI payment execution agent

An AI payment execution agent confirms that each payment about to go out matches what was approved, with no changes to amount, payee or bank details since approval.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Approved run
Approval record
Hold flags
Bank status messages
AI payment execution agentPrepared for review
  • ✓Release-ready run
  • ✓Execution record
  • ✓Failure list
Handed toAuthorised user gets a run ready to release
4inputs 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. 1Receive approved runRecord
  2. 2Final checkAgent
  3. 3Prepare releaseAgent
  4. 4Authorised user releasesPerson
  5. 5Bank processesRecord
  6. 6Confirm outcomeAgent

An approved run is ready to go.

The agent confirms approvals and no new holds.

It prepares the release for the payment channel.

A person with authority releases the payment.

The bank or channel executes it.

The agent matches confirmations to the run.

The basics

What is an AI payment execution agent?

It runs final checks at the point of release, including cut-off times, funding, sanctions or restricted-party screening results if your process includes them and any last-minute holds.

Read the full explanation

It tracks what was submitted, notes the reference returned and flags any payment that was not accepted, so nothing is left unsent or sent twice.

Where it breaks

Why this step is hard by hand

Execution is where errors become irreversible, so the gap between approval and release is the riskiest moment.

A bank record edited late goes out unchecked.

Cut-offs and funding windows leave little room.

Some payments in a file are accepted and others are not.

Resubmitting a failed item can pay it twice.

It is hard to show later who released what.

The path

How the agent does it

  1. 01Compare with approval

    The agent checks the release set against the approved version, line by line.

  2. 02Run last checks

    It tests cut-off, funding, holds and any screening results available to it.

  3. 03Wait for authorised release

    It presents a ready-to-release summary, and an authorised person triggers the payment.

  4. 04Track submission

    It records references and acceptance status returned for each item.

  5. 05Handle failures

    It lists rejected or pending items and checks they were not already paid before any retry.

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
Last checkHolds are found after release.A final check runs right before release.
ReleaseRelease is a manual step across several screens.Release is prepared and ready for one authorised action.
ConfirmationResults are checked by hand.Confirmations are matched to run items.
FailuresFailed payments surface days later.Failures are listed as soon as the bank reports them.
RecordExecution evidence is scattered.One record links run, approval and outcome.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Trigger the releaseAuthorised staff release payments with dual control where required.
  • ✓
    Decide on holdsPeople choose whether to proceed when a late check fails.
  • ✓
    Handle failuresAP and treasury decide how to retry or reroute.
  • ✓
    Own the bank relationshipTreasury manages access, limits and incident response.

Mistakes to avoid

  • ×
    Releasing an unchecked fileAlways compare against the approved version.
  • ×
    Retrying blindlyCheck status before resubmitting.
  • ×
    Sharing release credentialsEach releaser should have their own.
  • ×
    No confirmation trackingUnconfirmed items turn into supplier chasers.

Not sure where payment execution 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. 1Final check only

    Start with the pre-release check.

  2. 2Add records

    Link run, approval and outcome.

  3. 3Add failure list

    List bank failures.

  4. 4Review

    Check results after each run.

Signs you would benefit

Post-release holdsHeld invoices get paid.
Scattered evidenceProof is hard to assemble.
Slow failure discoveryBank rejections are found late.
Complex releaseStaff juggle many screens.
The numbers

How to measure it

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

Release accuracy

Release accuracy (%) =
payments released exactly as approvedpayments released× 100

This shows whether what goes out matches what was approved. Any gap should be investigated, since it indicates a change after approval.

  • Track late changes between approval and release.
  • Count failed submissions by cause.
Questions

Frequently asked questions

Quick answers to what people ask most about payment execution.

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What is payment execution?

It is the stage at which approved payments are submitted for processing and money is released, through a bank, payment platform or card.

Does the AI agent make the payments?

No. It prepares and checks the release and tracks the result. Authorised staff trigger the payment with your normal controls.

What checks happen just before release?

It compares the release set with the approved version and checks cut-off, funding and any holds or screening results your process provides.

What if a payment fails?

The agent flags it, checks that it has not already been paid, and gives AP the information needed to decide on a retry.

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Try payment execution 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