Nanonets Agent:Cash Application

AI-native agents for
cash application

Reads remittance advice from email, EDI, and payer portals, matches every payment to your open invoices, codes short pays and deductions, and posts the cash receipt straight to AR.

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Used by 35% of the Fortune 500 and 10,000+ enterprises

Schneider Electric
Volkswagen
Mondelez
Procter & Gamble
Ryanair
Novo Nordisk
Roche
Bayer
UniPro Foodservice
Schaeffler
Publicis Groupe
Elli
Philip Morris International
Dr. Reddy's
CKE Restaurant Group
Topgolf Callaway
TE Connectivity
Juniper Networks

Cash application teams using Nanonets see

0%
Straight-through processing
0%
Reduction in associated costs
0×
Quicker turnaround times

Your cash application SOP, as the agent's rulebook

Nanonets turns the documents your AR controllers already maintain into a governed context graph — every rule explicit, every rule traced to the clause it came from.

cash-application-sop.pdf

Cash Application — Procedure Manual

Revision 9 · AR Controller approved

3.1 Short pays and write-offs

A payment falling short of the referenced invoices by under $250 or 0.5% of invoice value, whichever is lower, is written off to the tolerance account. Anything larger is coded as a deduction and given an owner.

3.4 Allocation order

Where a payment names no invoice, apply to the oldest open item first, within the paying entity only.

It gets better at your remittances every week

Deductions are not failures — they are the training. Every answer your team gives is captured, so the agent applies more of the day's cash on its own.

Nanonets
Confidence on this runThreshold 90%
PMT-88214Ardsley Grocers98%Applied
PMT-88230Northvale Retail95%Applied
PMT-88251Corwin Foods Ltd.58%Asked a human
PMT-88266Belmar Distribution99%Applied
Below threshold · never guesses the allocation

Help agents solve the most complex problems with context graphs.

A customer has wired one payment that falls $3,140 short of the invoices it names, spans eleven open items across two entities, and carries a deduction no line explains — while the rebate behind it was agreed only by email. So how much cash do we apply, and where?

One payment. Five kinds of context, each in a different system — the AR ledger doesn’t know the rebate, and the inbox doesn’t know what is still open.

How the Context Graph works →
  • Short-pay & deduction policy

    Policy context What may post short?

    Under $250 writes off · anything larger needs an owner

  • AR open-item ledger

    System-of-record context What is still open?

    11 items across two entities · oldest 74 days

  • Allocation & variance math

    Computed context What is the gap made of?

    $1,900 freight + $1,240 rebate · exact to the cent

  • Customer email thread

    Conversation context Was the rebate agreed?

    2% off-invoice agreed 14 May — never keyed into AR

  • Deduction ownership matrix

    SOP context Who clears each piece?

    Freight → logistics · rebate → the account owner

Capabilities

Handles all the remittance formats your customers send, and the exceptions they don’t warn you about.

Remittance capture

The agent reads remittance advice from email, EDI 820 files, payment portals, and PDFs the moment they arrive. Extracts invoice references, payment amounts, and payer details from any format.

Payment matching

Matches every payment to open invoices. Handles 1-to-1, one payment covering multiple invoices, and partial payments. Fuzzy matching catches missing or garbled invoice numbers without manual lookup.

Deduction handling

Flags short pays and deductions before anything posts. Codes each by type (pricing dispute, damaged goods, freight allowance) and routes to the right owner in Teams or Slack with full context.

ERP posting

Posts the cash receipt to AR in SAP, NetSuite, Oracle, or QuickBooks. Closes matched invoices, updates aging, and sends remittance confirmations back to the customer. No manual entry.

Multi-source remittance reading

Reads remittance advice from email bodies, EDI 820 files, payment portal exports, and scanned PDFs. No template setup per customer or payment format.

Fuzzy invoice matching

Matches payments when invoice numbers are missing, truncated, or formatted differently. Combines exact logic with AI for the cases rules can't catch.

Short pay and deduction coding

Identifies short pays before posting and codes each deduction by type (pricing dispute, freight allowance, damaged goods, early payment discount). Learns from your coding history.

Overpayment handling

Flags overpayments and applies them as credits or routes for refund per your policy. Never posts an open balance without a resolution path.

Customer dispute routing

Deductions and disputes route to the right owner in Slack or Teams with the payment detail, the matched invoice, and the deduction code. The agent learns from every resolution.

Direct AR posting

Posts cash receipts to SAP, NetSuite, Oracle, QuickBooks, and Dynamics 365 via native API. Closes matched invoices, updates aging, and sends remittance confirmations to customers.

Remittance capture

The agent reads remittance advice from email, EDI 820 files, payment portals, and PDFs the moment they arrive. Extracts invoice references, payment amounts, and payer details from any format.

Payment matching

Matches every payment to open invoices. Handles 1-to-1, one payment covering multiple invoices, and partial payments. Fuzzy matching catches missing or garbled invoice numbers without manual lookup.

Deduction handling

Flags short pays and deductions before anything posts. Codes each by type (pricing dispute, damaged goods, freight allowance) and routes to the right owner in Teams or Slack with full context.

ERP posting

Posts the cash receipt to AR in SAP, NetSuite, Oracle, or QuickBooks. Closes matched invoices, updates aging, and sends remittance confirmations back to the customer. No manual entry.

Multi-source remittance reading

Reads remittance advice from email bodies, EDI 820 files, payment portal exports, and scanned PDFs. No template setup per customer or payment format.

Fuzzy invoice matching

Matches payments when invoice numbers are missing, truncated, or formatted differently. Combines exact logic with AI for the cases rules can't catch.

Short pay and deduction coding

Identifies short pays before posting and codes each deduction by type (pricing dispute, freight allowance, damaged goods, early payment discount). Learns from your coding history.

Overpayment handling

Flags overpayments and applies them as credits or routes for refund per your policy. Never posts an open balance without a resolution path.

Customer dispute routing

Deductions and disputes route to the right owner in Slack or Teams with the payment detail, the matched invoice, and the deduction code. The agent learns from every resolution.

Direct AR posting

Posts cash receipts to SAP, NetSuite, Oracle, QuickBooks, and Dynamics 365 via native API. Closes matched invoices, updates aging, and sends remittance confirmations to customers.

35% of Fortune 500 and 10,000+ companies use Nanonets

Customer story · SaltPay

Nanonets is like magic. I can’t imagine how I would do invoice extraction without it.
SaltPay
Catherine Gallagher · AP Financial AnalystSaltPay
Staff effort
100% manual Review & approve only
SAP integration
None Automatic upload
Time saved vs manual
>99%
Productivity per team member
10x

Manual cash application vs. Nanonets Cash Application Agent

Manual cash applicationNanonets Cash Application Agent
Remittance captureDownload remittance files manually from portals and emailAutomatic ingestion from email, EDI 820, portals, and PDFs
Invoice matchingMatch payments to invoices by hand in spreadsheetsAI matches 1-to-1, 1-to-many, and partial payments automatically
Short paysCatch short pays after posting, chase down the differenceFlagged before posting with deduction type coded and owner notified
Deduction codingLook up deduction reason codes manually per customerAuto-coded from your history and rules, learned from every correction
ERP postingManual cash receipt entry in SAP, NetSuite, etc.Direct API post that closes invoices, updates aging, no re-keying
Customer commsDraft and send remittance confirmations manuallyAuto-sent once cash is applied, with all invoice references included
Processing time3–7 days averageSame day for straight-through payments

See It Run on Your Data

Send us a sample remittance, and we’ll show you the agent applying it live.

Integrations

Posts directly to your AR system.

Pre-built connectors for major ERPs and accounting systems. Webhooks and REST for anything else. See all integrations →

SAP
SAP
NetSuite
NetSuite
Oracle
Oracle
QuickBooks
QuickBooks
Dynamics 365
Dynamics 365
Workday
Workday
Salesforce
Salesforce
Xero
Xero

FAQ

Frequently asked questions

Email bodies, EDI 820 files, payment portal exports (CSV, Excel, PDF), scanned remittance slips, and ACH addenda records. No template setup per customer or format. Handles multi-invoice remittances and consolidated statements automatically.

See it run on your remittances, with your open invoices.

Talk to us about building a cash application agent. Or start free. No credit card.