Kavida

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How AI Agents Will Reshape the Manufacturing Operating Model

Discover how AI agents are reshaping the manufacturing operating model

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Use cases  /  Finance / Three-Way Matching
Use cases  / ... / Three-Way Matching

Automate 3-way matching with zero manual reconciliation

Finance teams lose days reconciling invoices against purchase orders and goods received notes (GRNs). Kavida’s agent ingests documents, validates line-items in real time, and routes only exceptions, so AP closes faster with audit-ready accuracy.

90%
Faster invoice processing cycles
99.8%
Match accuracy with line-level checks
60%
Reduction in AP touches per invoice
Trusted by leading manufacturers
Trusted by leading manufacturers

The hidden costs of manual three-way matching

Manual matching errors

Copy-paste and lookups cause over/under-payments, while mismatches on quantities, UoM, or price corrupts receipts and COGS.

Slow discrepancy resolution

Zero visibility means that finding root cause across systems and inboxes eats hours, inflates DPO, and pushes late payment fees.

Payment delays

Discrepancies between invoice, PO, and GRN stall approvals, strain supplier relationships, and disrupt cash flow.

A smarter way to run Invoice-PO-GRN matching

Kavida continuously scans invoices, POs, and GRNs, validates them at line level, and updates systems automatically, only escalating true exceptions to AP or the buyer.

Capture invoices

Agent PO monitors your AP inbox and automatically ingests supplier invoices as they arrive.

Fetch POs & GRNs

Agent PO then retrieves the corresponding POs and GRNs directly from your ERP.

Automated 3-way checks

The agent validates price, quantity, tax, UoM, receipts, partials, and tolerances with configurable rules per supplier or part.

Exception routing to the right owner

It flags mismatches with reason codes (price variance, quantity short/over, missing GRN, duplicate invoice) and routes alerts via Email or Teams/Slack to the relevant user.

Key capabilities that drive results

Manage by exception with alerts

AP is alerted to only what needs attention: duplicate detection, tax variance, partial receipts, back-order splits, mismatches etc

PO-006845
MetalWorks
Automatic ERP updates

On approval, validated invoice data is pushed to ERP with full audit trails, keeping finance, procurement, and inventory perfectly in sync.

Automated supplier follow-ups

Ask questions around blocked invoices, supplier variance trends, days-to-match, and recovery amounts for instant insights.

What moves the needle for your business

Faster close & cleaner books

Shorter cycles with accurate receipts/prices reduce accrual guesswork, stabilize COGS, and accelerate reporting.

Reduced leakage & write-offs

Automated checks stop overpayments and duplicates, surface credit opportunities, and cut write-offs.

Supplier confidence

Clear, timely queries mean fewer late payments, stronger relationships with suppliers, and better terms.

I'm very thankful for the agent's help because the agent is doing most of my work. It’s giving me the time I need to spend on other things that require extensive time and thought towards it.
So I love the tool. I love it every time it's mentioned. I want to see what else we can do with it.
Patti Humphreys
Buyer, Sonic Manufacturing

More applications of AI agents for manufacturers

PROCUREMENT

Agent PO standardizes data capture, validates information
automatically..

PROCUREMENT

Identify cost-saving opportunities with data-driven insights across your supply chain o

PROCUREMENT

Identify cost-saving opportunities with data-driven insights across your supply chain o

See Agent PO in action.

Book a demo and see how procurement teams use Kavida to automate the manual tasks that leave them bogged down.