Key Takeaways
- Transformance’s AI agents for Epicor accounts receivable read remittances, propose cash application and work AR collections on top of Epicor Kinetic or Prophet 21; ClearMatch auto-matches 95% of payments (Transformance customer data, 2026).
- Epicor stays the system of record: Epicor Financials Core includes general ledger, accounts payable and accounts receivable, and nothing posts back without human sign-off.
- The manual work sits around the payment: ACH carried 41% of US B2B payments by count in 2024, and one ACH payment can cover many invoices (Federal Reserve Bank of Cleveland, 2026).
- Transformance connects to the Epicor system you run through its integrations hub, by API, files, database, mailbox or an outbound-only on-premises agent.
- Full rollout takes up to 4-8 weeks, and your IT team may be involved; a proof of value runs 4-5 weeks on one entity.
In This Article
- Key Takeaways
- How can AI agents help Epicor teams automate accounts receivable?
- What do Epicor Kinetic and Prophet 21 already do in order-to-cash?
- Where do AR teams on Epicor spend manual time?
- Which AR tasks do AI agents take on for Epicor teams?
- How does data move between Epicor and Transformance?
- How does onboarding work for an Epicor team?
- Which industries run Epicor, and what does a day of AR look like?
How can AI agents help Epicor teams automate accounts receivable?
Transformance’s AI agents read remittances, propose cash application, prioritize AR collections and classify deductions around Epicor’s AR records; Epicor stays the system of record and a person approves every posting.
AR task by AR task: what Epicor does, what agents add, who approves
An AI agent for accounts receivable is software that reads a payment or an overdue invoice, gathers the evidence around it and proposes the next step, which a person approves before it reaches the ERP.
This page covers two Epicor ERPs: Kinetic, for manufacturers, and Prophet 21, for wholesale distributors. The division of labor in the table is the same for both. How Transformance connects to ERPs in general is in the ERP integrations overview.
Takeaway: Epicor keeps the records; agents do the reading, matching and chasing around them, and a person approves what goes back.
What do Epicor Kinetic and Prophet 21 already do in order-to-cash?
Both run the ledger and the customer account: Epicor Financials Core includes general ledger, accounts payable and accounts receivable, and Prophet 21 tracks outstanding invoices, alerts and past conversations.
Kinetic, for manufacturers. Epicor calls Kinetic “a global cloud ERP solution designed for and with manufacturers”, specialized for discrete, make-to-order manufacturing, and cloud-focused with flexibility for on-premises and hybrid deployments (Epicor, 2026).
Prophet 21, for distributors. Epicor positions Prophet 21 for wholesale distributors, in industries such as industrial distribution, electrical, HVAC and plumbing (Epicor, 2026). On its finance and accounting page, Epicor lists what the AR features do: track customers’ outstanding invoices and set alerts, access a history of past conversations, and handle complex billing and tracking instances (Epicor, 2026).
Epicor Financials. At its core, Epicor Financials includes general ledger, financial accounting including accounts payable, and accounts receivable (Epicor, 2026). Epicor also describes the AR trail in its finance suite: an invoice that needs review can be flagged with the “hold invoice” feature, related cases can be tracked in CRM, and tasks for disputes or collections can be assigned and linked to the AR invoice (Epicor, 2025).
The ledger, the customer history and the task trail already sit in one system, so agents have a clear record to read from and a clear place to post to.
Takeaway: Epicor holds the ledger, the open invoices and the customer history; agents start from that record.
Where do AR teams on Epicor spend manual time?
Manual time collects around the payment: opening remittances, working out which invoices a lump sum pays, finding the reason for a short pay and following up overdue invoices.
- Remittances in many forms. The note that says what a payment covers arrives as an email body, a PDF attachment, a customer portal download, an EDI 820 file, the remittance fields of a bank statement or lockbox data. Each needs reading before cash can be applied (where remittances come from).
- Lump sums. ACH carried 41% of US B2B payments by count in 2024, up from 25% in 2015, while checks fell from 32% to 13% (Federal Reserve Bank of Cleveland, 2026). The same brief puts the average B2B ACH payment at $8,084 in 2024. One ACH payment can cover many invoices, and only the remittance says which.
- Short pays and deductions. A freight, pricing, damage or returns deduction leaves an open remainder that needs a reason before a person settles or disputes it (partial payments and deductions).
- Unapplied cash. The Hackett Group found “a surprising number of organizations” taking up to three days to post payments and carrying up to 6% of unapplied cash (The Hackett Group, 2025). Cash that waits for an answer stays on account (clearing an unapplied cash backlog).
- Follow-up. Every overdue invoice needs the right contact at the right time. Manual teams action 30-40% of overdue invoices within 24 hours (Transformance customer data, 2026).
Takeaway: the ledger is not where the time goes; the documents and decisions around each payment are.
Which AR tasks do AI agents take on for Epicor teams?
Agents take on four jobs on a Customer 360 view of each customer: cash application, AR collections, deductions and cash forecasting.
Cash application (DocSense and ClearMatch). DocSense reads remittances in any format with over 97% extraction accuracy across 100+ document types and 170+ languages, with no template setup (Transformance platform data, 2026). ClearMatch auto-matches 95% of payments, runs end to end in under 8 minutes and validates 100% of postings; nothing posts without human sign-off (Transformance customer data, 2026). When a payment carries no usable reference, Vero, the Transformance agent, investigates from Customer 360, fetches internal and external information to find more matches, and proposes the match with its evidence (matching a payment with no reference).
AR collections (CollectPulse). CollectPulse actions 100% of overdue invoices within 24 hours, against 30-40% for manual teams, and Vero handles 60-80% of routine touches. DSO comes down 8-12 days on average. The AI calling agent makes 15-20 calls an hour in 70+ languages, identifies itself as AI at the start of every call and captures 3x more promises to pay than manual follow-up (Transformance customer data, 2026). Collectors keep the escalations and the relationships (how to prioritize AR collections with AI).
Deductions (ClaimIQ). ClaimIQ identifies deductions with 97% accuracy in under 15 seconds each, against 45 minutes by hand. It sorts them into six categories and validates about 40% of trade deductions by rules, so people spend their time on the claims that need a judgment (Transformance customer data, 2026).
Cash forecasting (CashPulse). CashPulse forecasts with 90-95% accuracy (100 minus MAPE) out to 90 days, on 30-, 90- and 365-day horizons, and the first 13-week forecast takes 2-4 weeks (Transformance customer data, 2026).
Vero, where the team works. Vero works on Customer 360, one graph per customer that holds payments, remittances, promises to pay, disputes and deductions. It runs in Microsoft Teams, so an AR lead can ask why a customer paid short and get the documents behind the answer.
Takeaway: agents do the reading, matching, chasing and classifying; people make the calls that need judgment.
How does data move between Epicor and Transformance?
Transformance reads customers, open invoices, journal entries, bank statements and remittances, and writes approved clearing postings, journal entries and reversals back to Epicor by the route your environment allows.
- Reads: customer master data, open items, invoices, journal entries, bank statements and remittances (what AR automation reads and writes).
- Writes: clearing postings (a payment applied to the invoices it pays), journal entries and updates including reversals, each after approval (how external systems post payments and clear open items).
- Routes: API, files, database, mailbox or Transformance’s own on-premises agent, which only makes outbound connections. The method follows your environment: Epicor offers Kinetic in the cloud, on-premises or hybrid, and your Epicor team and IT decide which route fits. The integrations hub builds and monitors the connection, including custom ERP integrations.
- Control: the 4-level approval model (read, recommend, execute, post) keeps a person in the loop for every ERP posting. Thresholds are set by amount, entity and customer; administrators configure the rules and finance users approve (who approves what).
- Audit trail: every step is logged with the timestamp, what the system did, what the user did, who approved, the input and the confidence.
- Data: hosted in your region, with VPC deployment in your own cloud available, SSO/SAML and role-based access. No customer data is used to train models (how AI agents access ERP data safely).
Takeaway: Epicor keeps the ledger, Transformance keeps the evidence and the approvals, and only approved postings go back.
How does onboarding work for an Epicor team?
The integrations hub builds the Epicor connection in a standardized process, and full rollout takes up to 4-8 weeks; your IT team may be involved.
The onboarding hub runs the project, and the integrations hub runs the connection in six steps:
- Discover: which Epicor system you run, how it is deployed, and which banks, mailboxes and entities are in scope.
- Map: customers, open items and invoices, and the references your remittances use.
- Build: the route agreed with your IT team (API, files, database, mailbox or the outbound-only agent).
- Test: the flows run on test data before anything reaches production.
- Schedule: reads and postings run on the timetable finance sets.
- Monitor: every run reports its result, so the team sees what ran and what needs attention.
AI agents run these steps in the integrations hub alongside the project team, and a person approves every change that reaches your Epicor system or production.
You can start with a proof of value on one entity, which runs 4-5 weeks. You bring an Epicor contact, IT for the route, bank statements, the remittance mailbox and the approval thresholds. The detail on IT’s part is in what IT does in an AR automation rollout, and the timeline in how long AR automation implementation takes.
Takeaway: plan the Epicor connection as one step of a rollout of up to 4-8 weeks, with IT in the room for the route.
Which industries run Epicor, and what does a day of AR look like?
Kinetic serves discrete manufacturers and Prophet 21 serves wholesale distributors; the AR day looks alike in both, shown here with one illustrative Prophet 21 distributor.
Illustrative example (USD). An electrical distributor on Prophet 21 receives one ACH payment of $48,720.00 from a contractor customer. The remittance PDF in the AR mailbox lists 14 invoice numbers totaling $49,900.00 and notes a $1,180.00 freight deduction on one invoice.
- DocSense reads the PDF: 14 invoice numbers, their amounts and the freight note.
- ClearMatch finds the 14 open invoices and proposes the application: 13 invoices ($43,660.00) cleared in full, and invoice 14 ($6,240.00) applied with $5,060.00.
- ClaimIQ identifies the $1,180.00 as a deduction, classifies it as freight from the remittance note and attaches the PDF and the invoice as evidence.
- The AR lead reviews the proposal in one view and approves it.
- The approved application posts to Epicor, and the audit trail records the input, the confidence and who approved.
- The $1,180.00 stays open on invoice 14 until a person settles or disputes the freight claim.
The arithmetic: $43,660.00 + $5,060.00 = $48,720.00 paid, and $49,900.00 invoiced minus $48,720.00 paid leaves $1,180.00 open.
A machinery maker on Kinetic runs the same flow on milestone and down-payment invoices.
Takeaway: one payment, 14 invoices and one deduction become one proposal and one approval.
Who Transformance is for
- ERPs: Epicor Kinetic and Prophet 21, and other ERPs through our integrations hub.
- Size: mid-market to large enterprise, 250 to 2,000+ employees, including groups with several entities and shared service centers.
- Payment volume: from under 1,000 to over 100,000 payments a month.
- Industries: manufacturing, consumer goods and food and beverage, logistics, e-commerce, agriculture, energy and professional services.
- Scope: cash application alone, or the full order-to-cash (cash application, deductions, AR collections, cash forecasting).
Conclusion: Epicor keeps the records, agents do the work around them
Epicor Kinetic and Prophet 21 already hold the ledger, the open invoices and the customer history. AI agents add the reading, matching, chasing and classifying around each payment, and a person approves every posting that goes back to Epicor.
Start with cash application on one entity, or scope the full order-to-cash. Book a Call to plan it with your Epicor team.
Key terms
- Cash application: matching incoming payments to the open invoices they pay and posting the result.
- Remittance advice: the payer’s note that says which invoices a payment covers and why amounts differ.
- Short pay: a payment below the invoiced amount, often because the customer took a deduction.
- On-account cash: a payment received but not yet applied to specific invoices.
- EDI 820: the electronic payment order and remittance advice message many distribution customers send.
- Dunning: the staged reminders sent as an invoice passes its due date.
Related guides
- Which ERP systems does Transformance integrate with?
- What AR automation reads from and writes to the ERP
- Who approves what when an AI agent works in your ERP
- How onboarding to Transformance works, from kickoff to go-live
- What is an agent-run integration platform for finance?
- What does IT need to do when you roll out AR automation?
- How AI reads remittance advice and matches payments
Frequently Asked Questions
Does Transformance work with Epicor Kinetic and Prophet 21?
Yes. Transformance connects to the Epicor system you run, Kinetic or Prophet 21, through its integrations hub. The route (API, files, database, mailbox or an outbound-only on-premises agent) follows your environment and is agreed with your IT team.
How long does it take to connect Transformance to Epicor?
Full rollout takes up to 4-8 weeks, and your IT team may be involved; the Epicor connection is one step of it. A proof of value runs 4-5 weeks on one entity.
Does a person approve what is posted to Epicor?
Yes. Nothing posts to Epicor without human sign-off. Thresholds are set by amount, entity and customer, administrators configure the rules, and finance users approve.
Is Transformance a fit for our size and payment volume on Epicor?
Transformance is built for mid-market to large enterprises with 250 to 2,000+ employees, including groups with several entities, and for volumes from under 1,000 to over 100,000 payments a month.
Can we start with cash application only?
Yes. Teams start with cash application alone or take the full order-to-cash (cash application, deductions, AR collections and cash forecasting) on the same connection.
What does AI for Epicor accounts receivable cost?
It depends on scope and the number of entities, for example cash application alone or the full order-to-cash across several companies. Book a Call and we scope it with you.
Is our Epicor data secure, and is it used to train models?
No customer data is used to train models. Your data is hosted in your region, with VPC deployment in your own cloud, SSO/SAML, role-based access and a full audit trail available.
Microsoft, Epicor, Kinetic and Prophet 21 are trademarks of their respective owners (Microsoft Corporation, Epicor Software Corporation). Transformance is not affiliated with or endorsed by them.
