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AI Agents for Accounts Receivable

WorkAgentic builds AI agents for accounts receivable that apply incoming cash receipts to open invoices in your ERP, send collection follow-up on a defined schedule, update AR aging automatically, and route disputes and deductions to the right person without manual effort from your AR team.

★★★★★4.9 / 5
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Accounts Receivable Automation

Six accounts receivable workflows your team stops running manually

Each agent connects to your ERP and payment sources on a defined schedule. No manual cash posting, no aging spreadsheet updates, no collections follow-up chasing from a list.

Cash Application

  • Pulls incoming payments from bank feeds, lockbox files, and remittance data
  • Matches each payment to the correct open invoice using customer, amount, and reference
  • Posts matched payments to your ERP without any manual keying
  • Unmatched payments flagged with the closest match identified for human confirmation
  • Cash application runs daily so AR aging is always current

AR Aging and Reporting

  • AR aging updated automatically after every cash application run
  • Aging reports delivered to controller and CFO on a defined schedule
  • Customer aging broken out by bucket: current, 30, 60, 90 days, and over 90
  • DSO tracked and reported automatically each period
  • No manual aging export or pivot table required

Collections Follow-Up

  • Sends first, second, and third collection reminders on your defined schedule
  • Reminders segmented by customer type, invoice amount, and days past due
  • Accounts that reach the escalation threshold routed to AR team for direct outreach
  • Customers with open disputes removed from automated sequence automatically
  • Full communication history maintained per customer for reference

Deduction and Dispute Management

  • Identifies short payments and creates deduction records automatically
  • Categorizes deductions by type using remittance information where available
  • Routes each deduction to the correct team member for resolution
  • Disputed invoices removed from collections sequence until resolved
  • Deduction backlog visible to controller without manual tracking

Customer Credit and Risk Monitoring

  • Tracks payment behavior by customer over time against credit terms
  • Flags customers whose payment pattern deteriorates before they reach 90 days
  • Routes credit risk alerts to the AR manager or credit controller
  • Customer credit exposure visible without running a manual aging report
  • New customer credit limit recommendations surfaced based on payment history

AR Reconciliation and Close Support

  • Reconciles AR subledger to the general ledger balance at month-end
  • Identifies reconciling items and routes for resolution before close
  • Bad debt provision calculations prepared based on aging buckets and history
  • AR close package delivered to controller without manual compilation
  • Full AR audit trail maintained throughout the year, not assembled at year-end

Client Reviews

What accounting teams say after going live

4.8
★★★★★
Verified clients
Cash posting used to be the first two hours of every day for our AR team. They were pulling bank files, matching payments by hand in the ERP, and still getting behind when volume spiked. WorkAgentic built a cash application agent that runs overnight. Our team comes in the morning and the ledger is already updated. They spend their time on collections and disputes now, not data entry.
AAaron D.AR Manager · US Wholesale Distributor
Our Process

How we deploy your accounts receivable agent

Five structured steps from scoping to go-live. No disruption to your current ERP, customer relationships, or collection processes.

Discovery and Systems Audit

Free 30-minute call. No preparation needed. We map your cash application sources, ERP setup, collections process, deduction types, and every manual step your AR team runs. You walk us through it once. We take it from there.

  • AR workflow map with volume and effort per step quantified
  • Cash application and collections automation opportunity scorecard
  • Recommended agent architecture for your payment sources and customer base

Accounting AI by Industry

AR automation built for your industry

Each agent is configured for that sector's customer base, payment patterns, and deduction types.

Consumer Packaged Goods

Finance AI Agent for CPG

  • Trade promotion ROI delivered in 3 days
  • Deductions matched and disputed automatically
  • Retailer reconciliation without manual exports
Explore Consumer Packaged Goods agent →
Manufacturing

Finance AI Agent for Manufacturing

  • Plant close time cut by 60 percent
  • COGS and overhead allocation automated
  • CapEx tracked without spreadsheets
Explore Manufacturing agent →
Hospitality

Finance AI Agent for Hospitality

  • Revenue report delivered every morning
  • RevPAR, ADR, and GOPPAR tracked live
  • Procurement close without manual work
Explore Hospitality agent →
Ecommerce

Finance AI Agent for Ecommerce

  • Fee reconciliation completed daily
  • Returns finance automated automatically
  • Seller Central and Shopify reconciled together
Explore Ecommerce agent →
Retail & Wholesale

Finance AI Agent for Retail & Wholesale

  • Buyer margin by account and category
  • Vendor payments processed end to end
  • Wholesale P&L without manual consolidation
Explore Retail & Wholesale agent →
Construction

Accounts Receivable Agent for Construction

  • Track actual, committed and forecast cost by job and cost code.
  • Collect, check and assemble subcontractor and owner pay applications.
  • Log, price, approve and track construction change orders.
Explore Construction agent →
Distribution

Accounts Receivable Agent for Distribution

  • Capture, check and enter customer orders from every channel.
  • Match supplier chargebacks to agreements and track claims and disputes.
  • Capture, match and route supplier and freight invoices for approval.
Explore Distribution agent →
Energy and Utilities

Accounts Receivable Agent for Energy and Utilities

  • Reconcile meter reads, usage and billing and flag exceptions.
  • Track obligations, collect records and prepare regulatory compliance reports.
  • Collect outage events, track restoration and prepare outage reports.
Explore Energy and Utilities agent →
Financial Services

Accounts Receivable Agent for Financial Services

  • Collect, check and prepare customer due diligence cases for review.
  • Read loan files, extract financial data and prepare packages for underwriters.
  • Collect, check and route client applications to account opening.
Explore Financial Services agent →
Food and Beverage

Accounts Receivable Agent for Food and Beverage

  • Combine sell-through, seasonality and promotions into SKU forecasts.
  • Capture claims from every distributor remittance.
  • Alert on genuine temperature breaches in real time.
Explore Food and Beverage agent →
Healthcare Services

Accounts Receivable Agent for Healthcare Services

  • Validate claims against payer rules before submission.
  • Calculate patient responsibility after adjudication.
  • Check GPO pricing and match to POs and receiving.
Explore Healthcare Services agent →
Insurance

Accounts Receivable Agent for Insurance

  • Capture, read and route first notice of loss to the right adjuster.
  • Read submissions, extract risk data and prepare files for underwriters.
  • Track expiring policies, gather renewal information and prepare renewal files.
Explore Insurance agent →
Life Sciences

Accounts Receivable Agent for Life Sciences

  • Collect, check and assemble regulatory submission packages.
  • Check executed batch records and prepare exceptions for quality review.
  • Classify, check and track clinical trial master file documents.
Explore Life Sciences agent →
Logistics and Transportation

Accounts Receivable Agent for Logistics and Transportation

  • Validate every carrier charge against contracted rates.
  • Extract and validate shipment data from BOLs.
  • Match invoices to shipment records and rate cards.
Explore Logistics and Transportation agent →
Professional Services

Accounts Receivable Agent for Professional Services

  • Capture time and expenses, check coding and flag gaps before billing.
  • Prepare, check and route client invoices from approved time and expenses.
  • Track utilization, allocation and forward capacity by person and team.
Explore Professional Services agent →
Real Estate

Accounts Receivable Agent for Real Estate

  • Read leases, extract key terms and dates and prepare abstracts for review.
  • Pool expenses, apply lease terms and prepare tenant true-up statements.
  • Capture, triage, dispatch and track property maintenance requests.
Explore Real Estate agent →
Software and SaaS

Accounts Receivable Agent for Software and SaaS

  • Read contracts, build revenue schedules and prepare recognition entries.
  • Compare usage, rated charges and invoices and flag billing errors.
  • Track renewals and flag at-risk accounts from usage, support and billing signals.
Explore Software and SaaS agent →
Staffing and HR Services

Accounts Receivable Agent for Staffing and HR Services

  • Collect and validate timesheets from every channel.
  • Match invoices to approved timesheets and rate agreements.
  • Collect and classify I-9s, tax forms and client requirements.
Explore Staffing and HR Services agent →

Built Around Your Workflow

Your AR data is already in your ERP and bank feeds

WorkAgentic builds each AR agent around the systems your team already uses. Your ERP, bank feeds, customer records, and collections workflow are the foundation. We connect to them. Your AR team works the same way, without the manual cash posting and aging updates.

Zero new software for your team to learn. The agent runs inside your existing systems. Your team sees the output, not the engine.
100+
systems we connect to
Any API
if it exports data, we connect
N
NetSuite
SAP
SAP
QB
QuickBooks
x
Xero
ORC
Oracle
D365
Dynamics
SGE
Sage
100+
more systems

NetSuite, SAP, QuickBooks Online, Xero, Sage Intacct, Oracle Financials, and any banking portal with structured data export

Case Studies

AI agents we have already built and deployed

Real deployments. Real outcomes. Each agent was built from scratch around the client's exact workflow.

How a $150M Frozen Foods Distributor Eliminated Overnight Temperature Risk and Prevented $200K–$250K in Annual Losses
Frozen Foods / CPG
How a $150M Frozen Foods Distributor Eliminated Overnight Temperature Risk and Prevented $200K–$250K in Annual Losses
A leading frozen foods distributor managed millions of dollars of temperature-sensitive inventory across its refrigerated fleet but had no visibility into trailer temperatures during overnight hours. This created a significant risk of product spoilage, inventory loss, and customer service disruptions.
Read case study
How a $50M CPG Brand Replaced a $180K TPM System and Unlocked $300K in Annual Value Using Open-Source TPM and Agentic AI
CPG / Consumer Packaged Goods
How a $50M CPG Brand Replaced a $180K TPM System and Unlocked $300K in Annual Value Using Open-Source TPM and Agentic AI
A $50 million consumer packaged goods (CPG) brand was struggling with the growing complexity of trade promotion management. Despite investing heavily in a traditional TPM platform, many critical processes remained manual, including trade planning, accrual management, deduction reconciliation, customer profitability reporting, and trade spend analysis. The company was spending approximately $180,000 annually on TPM software while dedicating significant internal resources to managing promotions, deductions, and reporting activities.
Read case study
How a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 Annually
Frozen Foods / CPG
How a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 Annually
A $250M+ frozen food manufacturer managed inventory across multiple third-party warehouses and cold storage facilities. Accurate inventory visibility was critical for supply planning, production scheduling, customer service, and inventory management. However, the company relied on a highly manual inventory reporting process that required data from twelve separate sources, including warehouse portals and accounting system reports, to be downloaded, reconciled, and consolidated twice each day.
Read case study
How a $800M CPG Company Replaced OCR and Manual Data Entry with Agentic AI, Generating $592,000 in Annual Savings and a 4.6x ROI
CPG / Business Process Outsourcing
How a $800M CPG Company Replaced OCR and Manual Data Entry with Agentic AI, Generating $592,000 in Annual Savings and a 4.6x ROI
A leading business services provider supported multiple consumer packaged goods (CPG) companies with aggregate annual sales exceeding $800 million. The organization was responsible for transcribing retailer deduction documentation, validating deductions against trade promotion planners, proof-of-performance documents, and promotional contracts across multiple customers, channels, and retailer platforms. As client volumes increased, the process of extracting, validating, and transferring retailer data into spreadsheets, reports, and operational dashboards became increasingly dependent on manual labor.
Read case study

Watch the Agent Work

See an AR agent running live

A walkthrough showing how the agent pulls overnight payment data from the bank feed, matches each payment to the correct open invoice in the ERP, posts the cash application, updates AR aging, and routes unmatched payments to the AR team for review.

Bank feed pulled and payment data imported overnight
Payments matched to open invoices using customer, amount, and reference number
Cash posted to ERP and AR aging updated without any manual keying
Unmatched payments routed to AR team with closest match identified
Get Your Agent Today →

No commitment. We demo with a real accounting workflow, not a sandbox.

Built for Accounting Leadership

The right AR automation for every accounting role

Each deployment is scoped around how a specific role uses AR data. Your CFO, controller, and AR team each get the visibility and workflow matched to their responsibilities.

CFO
Chief Financial Officer

Stops finding out DSO is rising after it is already a problem. Gets current AR visibility every morning instead.

WHAT CHANGES
DSO and AR aging delivered to CFO on a defined schedule without manual reporting
Customer credit exposure visible at any time without running a manual aging report
Collections performance tracked and reported automatically each period
Bad debt provision calculations prepared automatically at month-end
FP&A
FP&A Director

Stops compiling AR aging reports and reconciling subledger to GL manually. Gets clean AR close support instead.

WHAT CHANGES
AR aging updated automatically after every cash application run
Subledger to GL reconciliation completed before month-end close
Deduction backlog visible with categorization and owner assigned on day one
AR close package delivered to controller without manual compilation
CONTROLLER
Controller

Stops spending the day on cash posting and collections list-building. Gets time back for managing accounts that need direct attention.

WHAT CHANGES
Cash application runs overnight so the ledger is current every morning
Collections queue prioritized by amount, days past due, and risk automatically
Customers with open disputes removed from automated sequence automatically
AR team handles more accounts without adding headcount
Meet Our CEO Haroon Jafree, CPA
25 years as a CFO and finance leader, designing agents around workflows he personally ran
About WorkAgentic

Start with accounts receivable automation. Add more accounting workflows as your team grows.

WorkAgentic deploys AR automation that handles cash application, aging updates, collections follow-up, deduction management, and AR close support without manual effort from your accounting team.

From the blog

Related reading

FAQ

Questions about accounts receivable automation

Clear answers on how the AR agent handles cash application, collections, deductions, and disputes, and what your AR team stays responsible for.

Book a Discovery Call

Accounts receivable automation is a process where an AI agent applies incoming cash receipts to open invoices in your ERP, updates AR aging automatically, sends collection follow-up communications on a defined schedule, and flags disputes and deductions for human review. WorkAgentic builds AR agents for accounting teams who spend significant time on manual cash posting, aging report updates, and collections chasing that the agent handles without manual effort.

The AR agent pulls incoming payment data from your bank feed or remittance files, matches each payment to the correct open invoice or invoices using customer, amount, and reference number, and posts the cash application to your ERP. Payments that cannot be matched automatically are flagged with the closest match identified so a team member can review and confirm rather than search from scratch.

The AR collections agent sends follow-up communications on a defined schedule based on days past due, invoice amount, and customer segment. First reminders go out automatically at the configured interval. Second and third notices follow on schedule. Accounts that reach the escalation threshold are routed to the AR team or account manager for direct outreach rather than continuing on the automated sequence.

Most accounts receivable automation deployments go live within 2 to 4 weeks. The process covers cash application matching rule configuration, ERP integration, collections workflow setup, dispute routing definition, and a parallel pilot run where the agent processes live payments alongside the manual process before the manual process is retired.

No. The agent handles the routine cash posting, aging updates, and first-touch collection reminders that take up the majority of AR team time. Your collections team keeps responsibility for managing escalated accounts, handling disputes, negotiating payment plans, and making judgment calls on customer relationships. The agent handles the volume. Your team handles the accounts that need direct attention.

Yes. When a customer pays less than the invoiced amount, the AR agent identifies the short payment, posts the amount received, and creates a deduction record for the unpaid balance. The deduction is categorized by type where possible based on remittance information and routed to the correct team member for resolution. The AR team sees a clean deduction queue rather than having to identify short payments manually from the bank statement.

WorkAgentic AR agents connect to NetSuite, SAP, QuickBooks, Xero, Sage Intacct, Oracle Financials, Microsoft Dynamics, as well as any ERP with a structured API or data export. The agent applies cash and updates aging directly in your ERP without manual data entry. No internal IT team is required for the integration.

When a customer disputes an invoice or a payment does not match any open invoice, the agent flags the item as a dispute or unmatched payment, records the customer communication or remittance detail, and routes it to the defined team member for resolution. Disputed invoices are removed from the standard collections sequence until the dispute is resolved so customers do not receive automated reminders on an invoice they have already challenged.

Get Started

Ready to stop posting cash receipts manually?

Book a free 30-minute audit. We map your current cash application process, collections workflow, and deduction handling and identify where automation reduces manual AR effort most.

Book a Free AR Audit →