AI agentIntake-to-pay

AI service receipt agent

An AI service receipt agent collects evidence of service delivery, such as timesheets, completion reports, statements of work milestones and supplier messages, and links it to the PO.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Service POs with milestones or periods
Timesheets, reports and sign-off emails
Statements of work
Owner and delegate assignments
AI service receipt agentPrepared for review
  • ✓Draft service receipt with evidence
  • ✓Query to the budget owner
  • ✓List of unconfirmed services
Handed toBudget owner receives a plain request to accept or query
4inputs 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. 1Read completion evidenceAgent
  2. 2Match to POAgent
  3. 3Draft service receiptAgent
  4. 4Budget owner confirmsPerson
  5. 5Post receiptRecord

Collects timesheets, reports and sign-off emails.

Ties the evidence to the service order and milestone.

Proposes what was delivered for the period.

The person who owns the service accepts or queries it.

Accepted service is recorded against the PO.

The basics

What is an AI service receipt agent?

It prepares a service receipt for the budget owner that states the work claimed, the amount it relates to and what remains on the order.

Read the full explanation

It asks for missing evidence and then waits for the owner to confirm. Only the person who knows the work was done can approve the receipt.

Where it breaks

Why this step is hard by hand

Services leave no delivery note, so confirmation depends on a busy person remembering to say the work was completed.

Nothing arrives at a dock to trigger a receipt.

Confirmation sits with a business owner outside procurement.

It is unclear what counts as done.

Suppliers invoice on schedule rather than delivery.

Monthly invoices are paid on habit.

The path

How the agent does it

  1. 01Identify the service lines

    Finds PO lines for services and the milestones, rates or periods that define completion.

  2. 02Collect evidence

    Gathers timesheets, reports, tickets and supplier statements that relate to the line.

  3. 03Compare to the order

    Checks the claimed work against the agreed scope, rate and any cap on the PO.

  4. 04Prepare the receipt

    Writes a short summary for the budget owner with the evidence attached and what remains unbilled.

  5. 05Chase confirmation

    Reminds the owner and records their answer when they confirm, amend or reject the receipt.

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
EvidenceProof of work sits in emails, tickets and reports.Evidence is gathered and attached to the proposed receipt.
Who confirmsAP asks around to find who can vouch for the work.The named service owner receives the confirmation request.
MilestonesPartial completion is described in free text.Receipts are proposed per milestone or period.
TimingService receipts arrive after the invoice.Requests go out when the period or milestone ends.
DisputesWhether the work was done is argued after payment.Acceptance and its date are recorded before billing.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Budget owners confirm the workThey know whether the service met expectations.
  • ✓
    Buyers manage scope disputesDisagreements on what was agreed go through them.
  • ✓
    Finance sets accrual treatmentTiming of costs is an accounting judgment.
  • ✓
    Suppliers are contacted by peopleDrafts are reviewed before anything leaves.

Mistakes to avoid

  • ×
    Accepting the invoice as the receiptThat is the claim, not the proof.
  • ×
    Vague milestone wordingUnclear completion terms invite argument later.
  • ×
    Letting one approver cover everythingThey may lack knowledge of the work.
  • ×
    Late confirmationReceipts made months afterwards rely on memory.

Not sure where service receipt 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. 1Choose recurring services

    Begin with steady monthly services where evidence is predictable.

  2. 2Add milestone work

    Move to project services once owners trust the drafts.

  3. 3Set delegates

    Name a stand-in for each owner so requests do not stall.

  4. 4Report open acceptances

    Show services awaiting confirmation to procurement and finance.

Signs you would benefit

Invoices outrun acceptanceBilling arrives before anyone confirms the work.
AP chases ownersFinance spends time asking who can vouch.
Evidence is scatteredProof lives in tickets and mailboxes.
Service orders stay openNobody closes them after the work ends.
The numbers

How to measure it

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

Service lines receipted before invoice

Service lines receipted before invoice (%) =
service lines with a receipt before the invoice dateservice lines invoiced× 100

A high rate means owners confirm work promptly. A low rate often explains invoices stuck waiting for approval.

  • Review lines receipted after the invoice for cause.
  • Track average days from supplier claim to owner confirmation.
Questions

Frequently asked questions

Quick answers to what people ask most about service receipt.

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What is a service receipt in procurement?

It is the confirmation that a purchased service was performed, recorded against the PO by someone who can verify it, serving the same role for services that a goods receipt serves for physical items.

How is a service receipt different from a goods receipt?

A goods receipt records physical items arriving. A service receipt records work performed, and the evidence is reports, time records or owner confirmation rather than a delivery note.

What evidence can the agent use?

Anything linked to the order: timesheets, reports, milestone documents, tickets and supplier messages. It presents the evidence, and the owner decides if it is enough.

Does the agent approve the receipt?

No. It prepares it and requests confirmation. The budget owner confirms, amends or rejects.

Try service receipt 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