AI procurement and purchase-to-pay

Purchase order, goods received, invoice: matched automatically, with the exact mismatch shown.

Ipcosys runs purchase requests, approvals, vendor onboarding and invoice matching in one flow, so mid-size companies stop buying by email and paying from spreadsheets.

  • Tolerances you set
  • Every exception reaches a person
  • Approvals leave a record
Match reviewPO-2291 · Northfield Fasteners
Matching 0 of 3 lines
Purchase orderPO-2291Approved by plant head
Hex nuts M12Qty 100Rate ₹6.20
Steel bolts M12 x 50Qty 100Rate ₹42.00
Spring washers M12Qty 200Rate ₹1.80
Total incl. 18% GST₹6,112.40
Goods receiptGRN-4471Counted at stores, gate 2
Hex nuts M12Qty 100Rate -
Steel bolts M12 x 50Qty 98Rate -
Spring washers M12Qty 200Rate -
Lines received3 of 3
Vendor invoiceINV-0871Read from PDF, 14 fields extracted
Hex nuts M12Qty 100Rate ₹6.20
Steel bolts M12 x 50Qty 100Rate ₹43.50
Spring washers M12Qty 200Rate ₹1.80
Total incl. 18% GST₹6,289.40

Variance on line 2: received 98, billed 100 · rate +3.6% over PO

Routed to buyer for decision Payment held

Lines 1 and 3 matched₹177.00 above PO value

One purchase, six records

Every step leaves a document, and every document points to the one before it. That is how a variance found at the invoice can be traced back to the exact count at the gate.

  1. RequestPR-1184Raised by stores
  2. Approval2 of 2Dept head, plant head
  3. OrderPO-2291Sent to vendor
  4. ReceiptGRN-447198 of 100 counted
  5. InvoiceINV-0871Billed for 100
  6. PaymentHeldWaiting on buyer

Where money leaks today

Most purchase-to-pay problems start before anyone looks at an invoice.

Mid-size companies rarely lose money to one big mistake. They lose it to a hundred small purchases nobody can trace.

Requests with no owner

Purchase requests arrive by email, WhatsApp and hallway conversations, with no record of who approved what, or against which budget.

Invoices paid on trust

Invoices are paid without checking what was actually received, so short deliveries and rate changes go straight to the bank.

Spend nobody can see

Nobody can say what the company spends with any one vendor, because the answer is spread across inboxes, the ERP and three spreadsheets.

How Ipcosys works

Four steps. One record from request to payment.

See the full procure-to-pay flow
  1. 01

    Request

    Employees raise purchase requests in one place, on a form that asks the right questions for the category.

    Budget remaining shown before submit
  2. 02

    Approve

    Each request routes to the right approver by amount, category and department, with delegation when someone is away.

    Who approved, when, and under which rule
  3. 03

    Match

    The purchase order, goods receipt and vendor invoice are compared line by line, against tolerances you set.

    Quantity, rate and tax checked per line
  4. 04

    Pay

    Clean matches are scheduled by due date. Variances are held and routed to a person with the exact difference.

    Nothing unmatched reaches a payment run

What the AI does

It does the reading and the checking. People make the calls.

The AI turns documents into fields and fields into findings. Thresholds and tolerances stay in your hands, and anything it is unsure of goes to a person.

Invoice reading

PDFs, scans and email attachments become structured fields, ready for matching. Header, lines and tax, with a confidence score on each.

Variance detection

Quantity, rate and tax compared on every line, with the exact line and difference shown.

Duplicate invoices, caught

Same vendor, near-identical number, same amount. Blocked before it enters a payment run.

Price creep and concentration

Unit rates tracked against contract across months, and the share of each category held by one vendor.

Contract ₹42.00

You stay in control

Approval thresholds and matching tolerances are set by you. The AI never approves an exception, and exceptions always reach a person.

Rules you write

Tolerance is a business decision, not a software default.

A 0.5% weight difference on steel coil is normal. A 0.5% rate increase on a fixed contract is not. Ipcosys lets you set tolerances by category and vendor, and decide who hears about each kind of variance.

How three-way matching works

Example configuration

CategoryQuantityRateRouted to
Fasteners and consumables0 over received±1.0%Buyer
Steel coil and raw material±0.5% by weight±0.5%Buyer, then plant head
Annual maintenance servicesTwo-way, no receiptExactDepartment owner
Capital equipmentExactExactFinance controller
Up to ₹50,000Department head
₹50,001 to ₹5,00,000+ Finance controller
Above ₹5,00,000+ CFO
Every purchaserequested, approved and recorded
Every invoicematched before payment
Every vendorvisible in one spend view

An audit trail that writes itself

Every approval, change and payment decision is recorded against the document it touched. Records are appended, never edited.

  1. 09:12PR-1184 raised by stores for 3 lines, cost centre Plant 2 maintenance
  2. 10:40Approved by department head under rule "Consumables up to ₹50,000"
  3. 11:05PO-2291 issued to Northfield Fasteners at contract rates
  4. Day 6GRN-4471 posted: 98 of 100 bolts counted at gate 2
  5. Day 7INV-0871 read from PDF, matched, variance on line 2, payment held
Security and controls

Live one department at a time

Vendor and item masters are imported, your approval rules and tolerances are configured, and Ipcosys runs alongside your current process before anything is switched over.

  1. Vendor and item master import
  2. Approval rules and tolerances configured
  3. Parallel run alongside current process
  4. Go-live by department
How implementation works

Try the match

Change the invoice quantity.
Watch the match break.

One line from a real kind of order: 100 steel bolts at ₹42.00. Edit what stores received or what the vendor billed, and see what your buyer would see.

Purchase order

Steel bolts M12 x 50

Ordered
100
Rate
₹42.00

Fixed, approved last week

Goods receipt

Steel bolts M12 x 50

Edit me

Vendor invoice

Steel bolts M12 x 50

₹

Matched within tolerance

Released to the next payment run · ₹4,200.00

Decision pending

Put every invoice through this check before a rupee leaves.

Tolerances are yours to set. Clean matches go to payment on their own, and every exception lands with a person, with the difference already worked out.