AI agentIntake-to-pay

AI no PO invoice detection agent

An AI no PO invoice detection agent checks each incoming invoice for a PO number and verifies that any number found exists, belongs to the same vendor and still has open value.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Invoices and their references
Open PO list
Approved no-PO category list
Vendor records
AI no PO invoice detection agentPrepared for review
  • ✓No-PO classification with reason
  • ✓Candidate PO suggestions
  • ✓No-PO spend report
Handed toBudget owner receives the invoice and a question
5inputs it reads
5steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Receive invoiceAgent
  2. 2Search for orderAgent
  3. 3ClassifyAgent
  4. 4Spend owner confirmsPerson
  5. 5RouteRecord

Reads a new invoice and checks for a PO reference.

Looks for a matching PO by vendor, amount and description.

Marks as no-PO, missing reference or valid exception.

The budget owner states whether it was approved spend.

Goes to PO creation, approval or rejection.

The basics

What is an AI no PO invoice detection agent?

It sorts invoices into those with a valid PO, those with an invalid or closed PO, and those with none, and notes whether the vendor is one that normally needs no PO.

Read the full explanation

It sends the no-PO group to the right owner with the invoice, vendor history and similar past spend, and logs the outcome.

Where it breaks

Why this step is hard by hand

Invoices without POs look like any other invoice until someone tries to match them, by which time the work has been done and payment is expected.

Suppliers omit it, mistype it or quote an old one.

Utilities and tax invoices legitimately have none.

The invoice often reflects work done without approval.

Nobody knows who ordered the item.

The same vendor may invoice without POs again and again.

The path

How the agent does it

  1. 01Look for a reference

    Reads the invoice for any PO number, order reference or requisition number.

  2. 02Verify it

    Checks that the number exists, belongs to this vendor and has remaining value and open lines.

  3. 03Check exemptions

    Compares the vendor and invoice type against the list of categories your policy allows without a PO.

  4. 04Find the likely owner

    Looks at past invoices, contracts and cost centres to suggest who requested the spend.

  5. 05Route and record

    Sends the invoice to that person with context and logs the reason it was flagged.

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
DetectionNo-PO invoices are found when someone cannot match one.Invoices without a PO are identified on arrival.
CauseIt is unclear whether the PO was never raised or just not quoted.The agent separates missing references from truly absent orders.
ExceptionsPolicy exemptions are remembered, not applied consistently.Listed no-PO categories are recognised and routed apart.
Buyer visibilityProcurement learns of off-process buying from AP.Procurement sees no-PO spend by requester and vendor.
PatternRepeat offenders are invisible.Repeated no-PO vendors and teams are surfaced.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    AP decides what proceedsThe agent only classifies and routes.
  • ✓
    Budget owners explain the spendThey confirm that the work was requested.
  • ✓
    Procurement sets the exception policyTeams choose what needs no PO.
  • ✓
    Finance judges riskRepeated no-PO spend gets a conversation, not an automatic block.

Mistakes to avoid

  • ×
    Treating every no-PO invoice as wrongSome categories are rightly exempt.
  • ×
    Accepting any number as validA PO that is closed or for another vendor is still a gap.
  • ×
    Raising POs after the fact without reviewIt hides the real problem.
  • ×
    Not telling suppliersWithout feedback, they keep omitting the number.

Not sure where no PO invoice detection 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. 1Define the list

    Agree which categories need no PO and write them down.

  2. 2Detect and report

    Flag no-PO invoices read-only and share the report.

  3. 3Suggest links

    Offer candidate POs for human confirmation.

  4. 4Close the loop

    Send repeat cases to procurement for follow-up with requesters.

Signs you would benefit

AP sends invoices backMissing POs cause repeated rejections.
Spend appears after the factProcurement sees it only at payment.
Exemptions are unclearStaff argue over what needs a PO.
The same teams repeatOff-process buying has no trend view.
The numbers

How to measure it

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

No-PO invoice rate

No-PO invoice rate (%) =
non-exempt invoices received without a valid POnon-exempt invoices received× 100

Track it over time and by vendor. A falling rate suggests that purchasing and supplier communication are improving.

  • Exclude agreed exempt categories from the base.
  • List the vendors responsible for most no-PO invoices.
Questions

Frequently asked questions

Quick answers to what people ask most about no PO invoice detection.

Book a demo
What is a no PO invoice?

It is a supplier invoice that arrives without a purchase order number, or with one that is invalid. Detection means finding these invoices early so they can be reviewed under your policy.

Is a no PO invoice always a problem?

No. Some spend, such as utilities or taxes, is normally not ordered through POs. The agent uses your exemption list so that only genuine gaps are raised.

Can the agent reject or return the invoice?

It can recommend and draft the message, but a person decides whether to return, hold or approve it.

How does it find the right owner?

It looks at vendor history, contracts and past approvals to suggest an owner. People confirm or reassign.

Try no PO invoice detection 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