AI agentSpend intelligence

AI maverick spend detection agent

An AI maverick spend detection agent scans invoices, card transactions and expenses for purchases with no PO, no approved vendor or no recorded approval.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Card and expense transactions
Invoices and POs
Vendor master
Contract records
AI maverick spend detection agentPrepared for review
  • ✓Maverick spend list with reasons
  • ✓Pattern groups
  • ✓Follow-up items for budget owners
Handed toBudget owner receives their cases to explain
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. 1Spend postsRecord
  2. 2Check routeAgent
  3. 3Mark bypassAgent
  4. 4Find the causeAgent
  5. 5Manager reviewsPerson
  6. 6Bypass logRecord

A transaction posts to cards, expenses or invoices

Agent checks for a PO, contract and approved vendor

Agent labels spend that skipped the process

Agent notes the likely reason and the requester

The budget owner explains or approves after the fact

Cases and patterns are recorded

The basics

What is an AI maverick spend detection agent?

It sorts each case by likely cause, such as an urgent need, an unknown process or an approved route that was too slow.

Read the full explanation

It sends the case to the budget owner with the facts and a question, and records the response.

Where it breaks

Why this step is hard by hand

People buy outside process for understandable reasons: speed, habit or not knowing the rules. The spend appears only after it is committed.

Finance sees the purchase when the invoice or card statement arrives.

Cards, expenses and personal purchases bypass the PO system.

New staff do not know what requires approval.

When the proper process is slow, people work around it.

Reporting turns into policing and the issue goes underground.

The path

How the agent does it

  1. 01Scan the sources

    Read invoices, card lines and expense entries for the period.

  2. 02Test against policy

    Check for a PO, approved vendor and recorded approval.

  3. 03Sort by cause

    Separate genuine bypasses from system gaps and legitimate exceptions.

  4. 04Ask the owner

    Send each case with the facts and the question to the budget owner.

  5. 05Record the outcome

    Log whether it was approved after the fact, corrected or stopped.

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
DetectionMaverick spend is found at auditSpend is checked against process as it posts
ReasonNobody asks why the process was skippedThe likely reason is noted for each case
PatternsIndividual cases are fixed one by oneRepeated sources are grouped so the process can change
OwnershipIt is unclear whose spend it wasA requester and budget owner are named
Follow-upCases are dropped after a reminderEach case stays open until explained or closed
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Judgement of the caseBudget owners decide whether it was justified.
  • ✓
    ConsequencesManagers and HR decide on any conduct matter, not the agent.
  • ✓
    Process fixesProcurement decides whether a slow route needs redesign.
  • ✓
    PolicyLeaders set what counts as acceptable bypass.

Mistakes to avoid

  • ×
    Policing instead of learningA punitive approach hides the problem.
  • ×
    Looking only at invoicesCards and expenses carry much of the bypass.
  • ×
    Ignoring causesIf the proper route is slow, the problem returns.
  • ×
    No follow-up on small casesSmall repeated purchases add up.

Not sure where maverick spend 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 maverick spend

    Agree what counts, with exceptions for low-value or emergency spend.

  2. 2Review one source

    Start with card spend and judge the flags with finance.

  3. 3Add invoices

    Include invoices without POs and compare patterns with card spend.

  4. 4Fix the routes

    Use the patterns to simplify intake so the compliant route is easy.

Signs you would benefit

Spend skips the processPeople buy first and ask later.
Audit finds itPurchases outside policy appear at year end.
The process is blamedTeams say the compliant route is too slow.
Splits go unnoticedOrders are broken up to avoid thresholds.
The numbers

How to measure it

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

Maverick spend rate

Maverick rate (%) =
spend without PO or approvaltotal addressable spend× 100

It shows how much spend bypasses process. Break it down by team and cause to see whether it is a training issue or a process issue.

  • Report by cause, not only by team.
  • Track repeat cases from the same team.
Questions

Frequently asked questions

Quick answers to what people ask most about maverick spend detection.

Book a demo
What is maverick spend?

It is purchasing made outside the organisation's approved buying process, for example without a PO, from a non-approved vendor or without the right approval.

Does the agent block purchases?

No. It detects them after the fact and routes them to owners. People decide how to respond.

How is it different from off-contract spend?

Maverick spend breaks the process. Off-contract spend breaks an agreement. A purchase can do both, or just one.

Which sources does it check?

Invoices, card transactions and expenses that you give it access to.

Try maverick spend 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