Key Takeaways
- Agents like Vero, Transformance’s AI agent, help Deacom teams by reading remittances and proposing which open invoices each payment clears; ClearMatch auto-matches 95% of payments (Transformance customer data, 2026), and a person approves every posting.
- Deacom’s help documents cash receipts as Regular Payments, Pre-Payments or Payments On Account, deductions through Modify Amt and a Short/Over Pay form, and AR aging reports (Deacom help, 2026).
- For food, beverage and personal care makers, manual time sits around the payment: one ACH for many invoices, a remittance in an email or a PDF, and the deductions taken from it.
- Transformance connects to Deacom through its integrations hub; rollout takes up to 4-8 weeks, and your IT team may be involved.
- Deacom stays the system of record: nothing posts without human sign-off, within approval thresholds by amount, entity and customer.
In This Article
- Key Takeaways
- How can AI agents help Deacom teams automate accounts receivable?
- What does Deacom already do in order-to-cash?
- Where do AR teams on Deacom spend manual time?
- Which AR tasks do AI agents take on for Deacom teams?
- How does data move between Deacom and Transformance?
- How does onboarding work for a Deacom team?
- Which manufacturers run Deacom, and what does a day of AR look like?
How can AI agents help Deacom teams automate accounts receivable?
Transformance’s AI agents, led by Vero, read remittances, propose cash application, prioritize AR collections and classify deductions; Deacom stays the system of record and a person approves.
AR task by AR task: what Deacom documents, what agents add, who approves
Source for the agent figures: Transformance customer data, 2026 (24 hours); Transformance platform data, 2026 (forecast accuracy).
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.
ECI Software Solutions positions Deacom ERP as an ERP for batch and process manufacturers, with sales and accounting in the same system as production, lot tracking and quality control (ECI Software Solutions, 2026). Transformance connects to the Deacom system you run through its integrations hub (all ERPs we connect to). Deacom already handles orders, invoices and cash receipts; this page is about what AR teams add on top.
Takeaway: Deacom records the receipt; agents do the reading and investigating that decides what the receipt should say.
What does Deacom already do in order-to-cash?
In Deacom’s help, invoices from shipped sales orders post to Accounts Receivable and Revenue, and Cash Receipts applies payments as Regular Payments, Pre-Payments or Payments On Account.
As Deacom documents it (Deacom help, Managing Accounts Receivable, 2026):
- Orders and invoices. ECI’s Deacom pages describe receiving EDI orders from customers and turning them into sales orders after internal approval (ECI Software Solutions, 2026). Print Invoices prints or emails each invoice to the Bill-to Company, and the Invoice At Shipment setting can invoice orders automatically when they ship.
- Cash receipts. Under Accounting > Cash Receipts, the user moves the invoices a check pays to Invoices To Pay, clicks Apply, and records the reference (normally the check number), an optional deposit number (normally the lockbox or wire number), the date paid and the payment type (Deacom help, Receiving Payment for Sales Orders, 2026). Terms discounts such as 2% 10 Net 30 are taken or ignored at this step.
- Payments on account. When a check does not note which invoices it pays, Payment On Account records it as a sales order with a negative balance due, to be applied later; where company policy says such checks go to the oldest open invoices, they are applied that way (Deacom help, Cash Receipts, 2026).
- Deductions and short pays. Modify Amt opens the Payment Deductions form: an allowable deduction is written off to an account, while entering the amount actually paid in Set Total Amount leaves the rest open on the sales order until it is collected or written off. The Short/Over Pay form takes the check total for several invoices, books the difference to the account set for the customer, and can create a re-billing sales order.
- Aging and follow-up. Receivables Detail lists each open invoice with its due date, collection date and days past due; Receivables Summary shows aging buckets per customer. The Collections report lists past-due orders, Customer Statements can be printed or emailed, and A/R Reconciliation helps find when the AR sub-ledger and GL diverge.
Takeaway: Deacom documents a routine for each common outcome of a payment; the AR team decides which routine applies.
Where do AR teams on Deacom spend manual time?
Manual time collects around the payment, not the ledger: opening remittances, working out which invoices a lump sum pays, finding the reason for each short pay, and chasing overdue invoices.
Any AR team selling to retail key accounts does this work. Deacom’s help sorts incoming checks into those naming one invoice, those naming many, and those with only a name and an amount; a batch maker selling to grocery chains sees many of the last two.
One ACH, many invoices. ACH carried 41% of US B2B payments by count in 2024, up from 25% in 2015, while the check share fell from 32% to 13% (Federal Reserve Bank of Cleveland, 2026; US). A grocery customer’s ACH often settles many invoices at once, and only the remittance says which; it arrives as an email, a PDF, a portal download, an EDI 820 file or bank remittance fields (where remittance advice comes from).
Short pays and deductions. Deacom’s own help uses a fitting example: one payment for several invoices with $1,000 taken off for advertising allowances, and no word on which invoice the deduction belongs to; the short pay feature then takes it from the account rather than from a random invoice. The routine records the decision. Someone still has to check whether the allowance was agreed and whether a shortage matches the proof of delivery (how food and beverage makers handle retailer deductions, how to check a retailer debit note, how to dispute an OTIF fine). Consistent deduction reason codes make that work reportable.
Unapplied cash. A payment on account waits until someone finds its invoices. The Hackett Group reported that many organizations take up to three days to post payments and carry up to 6% of their cash unapplied (The Hackett Group, 2025; see why unapplied cash piles up).
Follow-up. The Collections report shows what is past due. The work around it is deciding whom to call first, logging promises to pay and pausing reminders on disputed invoices; manual teams action 30-40% of overdue invoices within 24 hours (Transformance customer data, 2026).
Takeaway: the time goes into reading what customers send and deciding what it means; Deacom then records the outcome.
Which AR tasks do AI agents take on for Deacom teams?
Transformance agents cover four jobs on a Customer 360 view of each customer: cash application (ClearMatch), deductions (ClaimIQ), AR collections (CollectPulse) and cash forecasting (CashPulse).
Cash application. DocSense reads remittances in any format, such as an email, a PDF or a portal download, with over 97% extraction accuracy across 100+ document types and 170+ languages and no template set-up (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; how AI reads remittance advice, ClearMatch).
Exceptions. When a payment does not match, for example a check with only a name and an amount, Vero investigates from Customer 360, fetches internal and external information to find more matches, and proposes the match with the evidence; a person approves (how to match a payment with no reference).
Deductions. ClaimIQ identifies deductions with 97% accuracy (Transformance platform data, 2026), in under 15 seconds each against 45 minutes manually, sorts them into six categories and validates about 40% of trade deductions by rules (Transformance customer data, 2026). Vero proposes a decision with the evidence, a person settles or disputes it, and the promotion record stays in your trade promotion system (ClaimIQ, automating partial payments and deductions).
AR collections. CollectPulse actions 100% of overdue invoices within 24 hours, Vero handles 60-80% of routine touches, and DSO comes down 8-12 days on average (Transformance customer data, 2026). The AI calling agent works in 70+ languages and identifies itself as AI on every call (how to prioritize AR collections with AI, CollectPulse).
Cash forecasting. CashPulse reaches 90-95% forecast accuracy out to 90 days (Transformance platform data, 2026), and the first 13-week forecast is ready in 2-4 weeks (Transformance customer data, 2026). Vero runs in Microsoft Teams.
Takeaway: cash application and deductions are where a batch maker’s AR day starts; AR collections and forecasting run on the same connection.
How does data move between Deacom and Transformance?
Transformance reads customers, open invoices, journal entries, bank statements and remittances, and writes approved clearing postings, journal entries and reversals back to Deacom; the route follows your environment.
What is read and written. Reads cover customer master data, open items, invoices, journal entries, bank statements and remittances; writes cover clearing postings, journal entries and ERP updates, including reversals, after a person approves (what AR automation reads from and writes to the ERP).
In Deacom’s terms. An approved match ends as a cash receipt applied to the invoices it pays; an accepted deduction ends as a write-off line, and one still in review stays open on its sales order. This describes how Deacom records receipts, not which interface Transformance uses (how external systems post payments and clear open items).
Routes and effort. The integrations hub connects through an API, files, a database, a mailbox, or Transformance’s own on-premises agent, which only connects outward (how the on-premises agent and the other routes work). Your Deacom team and ours agree the route during scoping, based on how your Deacom is hosted. Rollout takes up to 4-8 weeks (Transformance customer data, 2026), and your IT team may be involved (what IT does in an AR automation rollout).
Control and data. A 4-level approval model (read, recommend, execute, post) keeps a human in the loop for every ERP posting; administrators configure the rules, finance users approve, and the audit log records who approved what (approval thresholds for AI agents). Data is hosted in your region, with VPC deployment, SSO/SAML and role-based access, and no customer data is used to train models (how AI agents access ERP data safely).
Takeaway: every posting that reaches Deacom carries an approver, a threshold and a logged reason.
How does onboarding work for a Deacom team?
Onboarding runs as one shared project: the integrations hub builds the Deacom connection in a standardized process, and the full rollout takes up to 4-8 weeks.
The onboarding hub and the integrations hub run one standardized integration process: discover, map, build, test, schedule, monitor. A person approves every change that reaches Deacom or production. In general, a Transformance proof of value runs 4-5 weeks on one entity (Transformance customer data, 2026).
What your team brings: a Deacom contact and IT for the route, bank files for each cash account in scope, the mailboxes and portals where remittances arrive, your deduction codes and the approval thresholds finance wants. See how onboarding to Transformance works and how long AR automation implementation takes.
Takeaway: agree the deduction codes and approval thresholds before the kickoff; the build then follows the standard steps.
Which manufacturers run Deacom, and what does a day of AR look like?
ECI lists food and beverage, candy and snack, cosmetic and personal care, chemicals and other batch industries for Deacom; one illustrative snack-maker example shows the AR day they share.
ECI’s page also names beer, wine and spirits, meat, consumer packaged goods and nutraceuticals, among others (ECI Software Solutions, 2026). Many of these makers sell to grocery and drugstore chains, so payments arrive net of deductions (order-to-cash for grocery suppliers).
From a lump-sum ACH to an applied receipt in 5 steps:
- The ACH and the customer’s PDF remittance arrive.
- DocSense reads the remittance; ClearMatch matches the invoices and flags the difference.
- ClaimIQ classifies each deduction line; Vero proposes the application with the evidence.
- The AR lead approves in Microsoft Teams, within the finance thresholds.
- The receipt is applied in Deacom; the deductions stay open on their orders.
Illustrative example: a snack manufacturer. Names and amounts are fictional.
A snack maker on Deacom receives one ACH payment of USD 86,430.00 from a grocery chain customer. The PDF remittance lists nine invoices totaling USD 88,215.00 and two deductions: a USD 1,350.00 promotion allowance against one invoice and a USD 435.00 shortage claim against another.
DocSense reads the remittance, ClearMatch matches the nine invoices and flags the USD 1,785.00 difference, and ClaimIQ sorts the two deduction lines. The amount is above this entity’s threshold, so the AR lead approves the application in Microsoft Teams. In Deacom, the receipt is applied to the nine invoices, and the two deduction amounts stay open on their sales orders until a person settles or disputes each one: the allowance against the promotion record, the shortage against the proof of delivery.
The arithmetic: 88,215.00 minus 1,350.00 minus 435.00 = 86,430.00, and 1,350.00 + 435.00 = 1,785.00.
A personal care maker selling to drugstore chains runs the same flow with a different deduction mix.
Takeaway: one approval turns a lump-sum ACH into an applied receipt; each deduction keeps its own decision.
Who Transformance is for
- ERPs: Deacom and other ERPs through our integrations hub; in production with customers on SAP S/4HANA, SAP ECC, NetSuite, Dynamics 365 and Odoo; Oracle and Infor supported.
- 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: Deacom records the receipt, agents prepare the decision
Deacom already applies cash receipts, records deductions and ages receivables for batch manufacturers. AI agents take the work around those routines: reading remittances, matching lump-sum payments, classifying retail deductions and chasing overdue invoices, with a person approving every posting. Book a Call to scope one Deacom company first.
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: customer money posted to the account but not yet matched to an invoice.
- EDI 820: the electronic payment order and remittance advice message many retail and distribution customers send.
- Trade deductions: amounts a retail customer takes from a payment for promotions, fees, shortages or damage.
Related guides
- Which ERP systems does Transformance integrate with?
- How do food and beverage makers automate AR on their ERP?
- How do food and beverage makers handle retailer deductions?
- What does order-to-cash look like for grocery suppliers?
- How should you code customer deductions with reason codes?
- How does onboarding to Transformance work, kickoff to go-live?
Frequently Asked Questions
Does Transformance work with Deacom?
Yes. Transformance connects to the Deacom system you run through its integrations hub, by API, files, database, mailbox or an on-premises agent that only connects outward; the route is agreed with your Deacom team.
How long does it take to connect Transformance to Deacom?
Rollout takes up to 4-8 weeks, and your IT team may be involved; the Deacom connection is one step of it. A proof of value runs 4-5 weeks on one entity (Transformance customer data, 2026).
Does a person approve what is posted to Deacom?
Yes. Nothing posts to Deacom 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?
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 agents handle the deductions our grocery and drugstore customers take?
Yes. ClaimIQ identifies deductions with 97% accuracy (Transformance platform data, 2026) and sorts them into six categories; Vero proposes each one with its evidence, and a person settles or disputes it.
What does AI for Deacom accounts receivable cost?
It depends on scope and the number of entities, for example cash application alone or the full order-to-cash. Book a Call and we scope it with you.
SAP, SAP S/4HANA, Microsoft, Dynamics 365, Oracle, NetSuite, Odoo, Infor and Deacom are trademarks of their respective owners (SAP SE, Microsoft Corporation, Oracle Corporation, Odoo S.A., Infor, ECI Software Solutions, Inc.). Transformance is not affiliated with or endorsed by them.
