AI agentIntake-to-pay

AI goods receipt agent

An AI goods receipt agent prepares the goods receipt by reading delivery notes, packing lists and receiving messages and matching them to the right PO lines.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Delivery notes and packing slips
Open PO lines
Receiver and site assignments
Photos or notes from the dock
AI goods receipt agentPrepared for review
  • ✓Draft goods receipt
  • ✓Over- and under-delivery flags
  • ✓Unexpected item list
Handed toReceiver gets a draft to confirm
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. 1Read delivery noteAgent
  2. 2Match to POAgent
  3. 3Draft receiptAgent
  4. 4Receiver confirmsPerson
  5. 5Post receiptRecord
  6. 6Notify APRecord

Captures what the supplier says was delivered.

Finds the order and lines the delivery belongs to.

Proposes quantities received per line.

The person at the dock checks the goods and signs off.

The confirmed receipt is recorded against the PO.

Invoice matching can now see what was received.

The basics

What is an AI goods receipt agent?

It checks quantities, items and dates against the order and highlights anything that differs, such as extra units, wrong items or an order that was never raised.

Read the full explanation

It leaves the confirmation of what physically arrived to the receiver, then records the result and makes it visible to AP.

Where it breaks

Why this step is hard by hand

Receipts are made by people at the dock or the office, often late, and details are lost between the physical delivery and the system record.

References, descriptions and units differ.

Invoices then arrive before the receipt exists.

Each one must reduce the open quantity correctly.

Nobody knows who ordered them.

Damage found later is hard to prove.

The path

How the agent does it

  1. 01Read the delivery document

    Extracts supplier, reference, items and quantities from the delivery note or packing list.

  2. 02Find the PO lines

    Matches the document to open PO lines using references, descriptions and ship-to.

  3. 03Propose the receipt

    Prepares a receipt showing quantity received against quantity ordered and still open.

  4. 04Check for issues

    Flags over-delivery, unordered items, wrong units and lines already fully received.

  5. 05Hand to the receiver

    Presents the proposal to the receiver, who confirms the physical count and condition before it is recorded.

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
Data entryReceivers key delivery note lines into the system by hand.Lines are read from the note and proposed as a draft receipt.
MatchingDelivery notes are matched to POs by searching.The open order and lines are suggested for confirmation.
TimingReceipts are keyed late, so invoices wait.Drafts are ready when the goods arrive.
Unit errorsWrong unit or order is found at invoice time.Unit and quantity mismatches are flagged at the dock.
VisibilityBuyers cannot tell whether goods arrived.Receipt status shows on the order once confirmed.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Receivers confirm the countOnly a person with the goods in front of them can say what arrived.
  • ✓
    Buyers decide on exceptionsAccepting, returning or rejecting goods is their call.
  • ✓
    Quality teams judge conditionInspection results are human findings.
  • ✓
    AP releases nothing on the agent's wordPayment stays under normal approval.

Mistakes to avoid

  • ×
    Receipting from the delivery note aloneThe note states what the supplier sent, not what arrived.
  • ×
    Receipting in bulk at month endThis breaks matching and cuts audit value.
  • ×
    Ignoring unit differencesBoxes and pieces often get confused.
  • ×
    No link to the requesterGoods can sit unclaimed in a store room.

Not sure where goods 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. 1Single site

    Begin at one receiving point with a steady flow of orders.

  2. 2Draft and confirm

    Receivers confirm every draft, and corrections are logged.

  3. 3Measure edits

    Review how often drafts are changed to judge reading quality.

  4. 4Add sites

    Extend to further sites and suppliers, keeping confirmation in human hands.

Signs you would benefit

Receipts lag deliveriesInvoices sit while goods are unrecorded.
Notes pile upPaper slips wait for someone to key them.
Disputes lack proofNobody can show what arrived and when.
Dock errors repeatUnits and order numbers are mistyped.
The numbers

How to measure it

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

Receipts posted within target

Receipts posted within target (%) =
receipts recorded within [n] days of arrivaltotal receipts× 100

Timely receipts allow invoices to match without delay. Use the measure to find sites or suppliers where posting lags.

  • Track how many invoices waited for a receipt.
  • Segment by receiving location.
Questions

Frequently asked questions

Quick answers to what people ask most about goods receipt.

Book a demo
What is a goods receipt?

It is the official record that ordered goods were received, showing the items, quantities, date and often the condition, tied to the purchase order that requested them.

Why does a goods receipt matter for payment?

It proves that goods arrived, so AP can match the invoice against the PO and receipt. Without it, you could pay for items that never came.

Can the agent confirm that goods arrived?

No. It prepares the receipt from documents, and a person at the point of delivery confirms the physical facts.

What happens with goods that have no PO?

The agent flags them and asks the buyer or requester to identify the order. Handling is decided by a person.

Try goods 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