An AI purchase order line item agent reads lines from a quote, catalogue or contract and structures each into description, quantity, unit of measure, unit price and accounting code.
Reads quote, contract or request lines.
Quotes, catalogues and contracts.
Pulls item, quantity, unit and price.
Aligns units and descriptions to your master.
The buyer confirms ambiguous lines.
Stores clean lines on the draft order.
It checks arithmetic and consistency, such as quantity times price against line totals, and that units match the source, like per seat versus per pack.
It standardises descriptions and categories so lines can be matched to receipts and invoices, and flags lines it cannot interpret.
Line detail is where most order errors start. A mismatched unit or a vague description is tolerable at ordering and painful at invoice time, when nothing lines up.
Per month and per year, or each and per box, cause large errors.
Lines like services or misc cannot be matched.
Rounding, discounts and tax placement differ between quote and order.
The same item is coded differently each time.
PDFs and emails list items in varied layouts.
The agent extracts line entries from the quote, contract or catalogue, including multi-page tables.
Every line is split into description, quantity, unit, unit price, tax and code fields.
It recomputes line and order totals and notes any difference to the source.
Descriptions and categories are matched to your item master or category list where possible.
Lines it cannot read confidently, or that conflict with the contract, are marked for a buyer.
Bring a small sample and watch Flo work through it.
| Aspect | By hand | With the agent |
|---|---|---|
| Entry | Lines are typed from PDFs. | Lines are extracted from quotes and contracts. |
| Units | Each, box and pack get mixed up. | Units are normalised and conversions are shown. |
| Descriptions | Free text makes matching hard later. | Descriptions are mapped to item master where one exists. |
| Tax and delivery lines | Extra charges are forgotten. | Freight, tax and discount lines are identified separately. |
| Checking | Totals are checked by eye. | Line totals and the order total are recomputed and compared. |
| If | Then | Who decides |
|---|---|---|
| Quote unit differs from catalogue unit | Convert and show the conversion | Buyer |
| Line price does not match contract rate | Flag the line with both prices | Buyer |
| Description matches an item master entry | Link the line to the item | Catalogue owner |
| Line has no quantity | Request the quantity before the order is finalised | Requester |
| Quote includes a discount line | Apply it to the correct lines and show the effect | Buyer |
| Recomputed total differs from the quote total | Mark the mismatch and list the contributing lines | Buyer |
The agent keeps the bundle as one line with the components noted. The buyer decides whether to split it for receiving.
The agent records the period and the fee rule. The buyer confirms how it will be received and invoiced.
The agent shows the currency and the rate source, if given. Finance decides which rate the order uses.
Extraction may fail on some fields. The agent flags unreadable lines and a person types them.
Talk it through with the team. We will map it to your steps and show where a person stays in control.
Start with suppliers whose quotes are in a consistent format.
Check extracted lines against manually entered ones for a sample.
Link lines to the item master so later matching works.
Move to messier quotes and bundles with human confirmation.
A low figure means lines will cause invoice exceptions later. Break it down by vendor.
Quick answers to what people ask most about purchase order line item.
Book a demoIt is one row on a purchase order describing a specific item or service, with its quantity, unit, price and accounting code. An order may have many lines, and each is matched separately at receipt and invoice.
Matching later compares line by line. If units, quantities or descriptions are unclear on the order, receipts and invoices will not match and need manual work.
It extracts lines from the document text and tables and reports what it could and could not read. Lines it is unsure about are flagged rather than guessed.
No. It reports differences between the order and its sources. A buyer decides which price is correct.
Purchase order creation is turning an approved purchase into a formal order document that tells a supplier what to deliver and at what price.
→Converting a requisition to a purchase order is the step where an approved internal request becomes a formal order to a supplier.
→Purchase order approval is the sign-off that authorises a company to commit to an order.
→Purchase order transmission is delivering an approved order to the supplier through the channel they accept, such as email, portal or EDI.
→Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
