Accounts Receivable Automation, Built Into Your ERP
Accounts receivable automation is the practice of removing manual effort from the order-to-cash cycle, generating and delivering invoices, matching incoming payments to open receivables, chasing overdue balances, resolving disputes, and reporting on days sales outstanding (DSO), so your finance team spends its time on decisions instead of data entry.
We are a custom AI development and integration agency. We do not sell you another dashboard to log into. We build accounts receivable automation directly into your existing ERP and accounting stack, so automated invoicing, cash application, and collections happen inside the systems your team already uses, against your real ledger, with a full audit trail. This page explains what AR automation covers, what we build, how we integrate, and how we keep it accurate and auditable.
Looking at the payables side too? See our accounts payable automation pillar, most finance teams automate both sides of the ledger together.
Why accounts receivable automation matters
Receivables are cash you have earned but not yet collected. Every day a valid invoice sits unpaid is working capital locked out of your business. Manual AR processes leak that cash in predictable ways:
- Slow, error-prone invoicing. Invoices raised by hand go out late, with wrong amounts, or to the wrong contact, each of which resets the payment clock.
- Unapplied cash. Payments arrive by ACH, wire, card, and check with remittance data that does not cleanly match open invoices, so cash sits unapplied and the aging report lies.
- Inconsistent collections. Reminders depend on whoever remembers to send them. Some customers are chased twice; others are never chased at all.
- Disputes that stall silently. A short-paid invoice with no logged reason becomes a receivable nobody owns.
- No forward visibility. Without clean, current data, DSO and cash-forecast numbers are stale by the time anyone reads them.
Automation fixes this by making each step consistent, timely, and traceable, and by writing every result back to your ledger so your books stay the single source of truth.
What we build
We design and integrate AR automation as a set of composable modules. You do not have to take all of them; a typical build starts with the two or three that hurt most and grows from there.
1. Invoice generation and delivery
A module that raises invoices automatically from your ERP or billing triggers, orders shipped, milestones met, subscriptions renewed, formats them to your templates and tax rules, and delivers them by email, customer portal, or EDI. Delivery is tracked, so "the invoice never arrived" stops being an excuse. Amounts are read from your system of record; nothing is invented.
2. Cash application
The highest-value module for most teams. Incoming payments and their remittance advice (bank feeds, lockbox files, portal payments, emailed remittances) are matched to open invoices, including partial payments, consolidated payments across many invoices, and deductions. Matches carry a confidence score: high-confidence matches post automatically; ambiguous ones are routed to a human with the candidate invoices pre-ranked. No payment is force-matched to make the numbers tie.
3. Collections and reminders
A configurable cadence sends the right reminder to the right contact at the right time, before due date, at due date, and through escalating overdue stages, using your tone and your rules. Promises-to-pay are logged and followed up automatically.
4. Dunning workflows
Structured, policy-driven escalation for seriously overdue accounts: sequenced notices, credit-hold triggers, and hand-off to a collections owner or agency, all logged, all reversible, none of it firing without the guardrails you define.
5. Dispute and deduction handling
When a customer short-pays or disputes, the system captures the reason, links it to the invoice and any supporting documents, and routes it to the right resolver with an SLA clock. Nothing disappears into an inbox.
6. AR reconciliation
Continuous reconciliation between what the automation posted and what your GL shows, flagging breaks (duplicate payments, misapplied cash, orphaned credits) for review rather than letting them accumulate to month-end.
7. DSO and cash-flow reporting
Live dashboards for DSO, aging, collector effectiveness, and expected cash, built on the same clean data the automation produces, not a separate spreadsheet that drifts out of date.
Key integrations
AR automation is only useful if it reads from and writes to your real systems. We build integrations to the ERPs, accounting platforms, payment rails, and document sources finance teams actually run:
- NetSuite, reading open receivables and posting cash application, invoices, and adjustments through SuiteTalk/REST or SuiteScript. exact API surface and permissions depend on your NetSuite edition and roles.
- Sage Intacct, syncing invoices, payments, and adjustments via the Intacct API. integration scope depends on your subscription and configured entities.
- Microsoft Dynamics 365 Business Central / Finance, receivables and cash entries through the Business Central/Dynamics API. API version and licensing.
- QuickBooks Online / Desktop, for SMB finance teams and accounting firms, syncing invoices and received payments. QBO API scope; Desktop via supported connector.
- Xero, invoices and payment reconciliation via the Xero API. API scopes for your plan.
- Payment and remittance sources, bank transaction feeds, lockbox files, card and ACH processors, and customer payment portals, ingested to drive cash application. specific processor and bank-file formats depend on your banking setup.
How we integrate: we prefer native APIs where they exist, fall back to supported import/export or file-based interfaces where they do not, and always map to your chart of accounts, entities, and customer records rather than forcing you onto ours. Every write is logged with what changed, when, and on whose approval.
Design and development factors
Automating money movement raises the bar on accuracy, control, and evidence. These are the design decisions we treat as non-negotiable.
Accuracy and human-in-the-loop
Every automated decision, a cash match, a GL code, an amount, carries a confidence score. High-confidence actions flow through; anything below your threshold is routed to a person with the source evidence attached. The system never invents an amount or forces a match to make a total balance. Humans stay in the loop exactly where judgment is needed and nowhere it is not.
Security, controls, and SOX posture
AR touches customer PII, bank details, and the general ledger, so we design to a controls posture from day one: least-privilege access to your ERP, encryption in transit and at rest, segregation of duties between who configures a rule and who approves an exception, and immutable audit logs suitable for SOX-style review. These are descriptions of our engineering approach, not a claim to hold specific certifications, see the security block below.
Architecture and guardrails
We build event-driven, idempotent pipelines: a payment file processed twice does not post twice. Automations run inside explicit guardrails, value limits, approval thresholds, credit-hold rules, that you own and can change without a code release. Every stage is observable, so you can see what the system did and why.
Timeline and process
Every engagement is scoped to your stack, but a typical first AR build follows this shape:
| Phase | What happens | Typical duration |
|---|---|---|
| 1. Discovery and scoping | Map your order-to-cash flow, systems, volumes, and pain points; agree the first modules | 1–2 weeks |
| 2. Integration design | Confirm ERP/payment APIs, data model, chart-of-accounts mapping, controls | 1–2 weeks |
| 3. Build and configure | Develop the pipeline, confidence thresholds, and workflows in a sandbox | 3–6 weeks |
| 4. Validate and pilot | Run against real historical data and a live subset; tune matching and rules | 2–4 weeks |
| 5. Rollout | Phase into production with monitoring and human review dialed up, then eased | 1–3 weeks |
| 6. Support and iterate | Monitor accuracy, extend modules, handle edge cases | Ongoing |
ROI: what to expect
Figures below are illustrative industry ranges, not results we have delivered, we are a new agency and will not quote fabricated outcomes. Use them to frame a business case, then we will model your own baseline during scoping.
- DSO reduction. Industry benchmarks suggest automated invoicing and collections can meaningfully shorten DSO by getting invoices out sooner and reminders sent consistently. against your current DSO.
- Cash application effort. Typical automation removes a large share of manual matching for straightforward payments, concentrating human time on genuine exceptions.
- Faster close. Continuous reconciliation reduces the AR clean-up that clogs month-end.
We will build a baseline-and-target model with your numbers rather than asking you to trust a benchmark.
Frequently asked questions
What is accounts receivable automation? It is the use of software to perform the repetitive steps of collecting what you are owed, creating and sending invoices, matching incoming payments to open invoices, sending reminders and dunning notices, handling disputes, and reporting on DSO, with people reviewing only the exceptions. We deliver it as automation built into your existing ERP rather than a separate product.
How accurate is automated cash application? Accuracy depends on remittance quality, but the design principle matters more than any headline number: every match carries a confidence score, high-confidence matches post automatically, and ambiguous ones go to a human with candidate invoices ranked. Nothing is force-matched to make cash tie out, so you never trade accuracy for automation.
Will it integrate with my ERP? That is the core of what we do. We build to NetSuite, Sage Intacct, Dynamics 365, QuickBooks, Xero, and others via native APIs or supported interfaces, mapping to your chart of accounts and customer records. exact integration method depends on your platform and edition.
Is it secure? We design to a least-privilege, encrypted, audit-logged posture with segregation of duties and SOX-style controls, because AR data includes customer PII and bank details and writes to your ledger. See our security-posture note below for how we approach this as engineers.
How long does it take to go live? A focused first build, for example, cash application plus collections, typically reaches a live pilot within a couple of months, then expands. your timeline depends on system access, data quality, and scope.
How we work
We are engineers who build into your environment, not a SaaS vendor onboarding you to ours. Our method:
- Scope tightly. We start with the one or two AR problems costing you the most and prove value there before expanding.
- Integrate natively. We connect to your real ERP and payment rails and map to your data, not a generic model.
- Design for accuracy. Confidence scoring and human-in-the-loop are built in from the first module, not bolted on.
- Instrument everything. Audit trails, monitoring, and reversibility are part of the build, so you can always see and undo what the system did.
- Iterate with you. We tune against your real edge cases and hand over documentation your team can maintain.
Security and compliance posture
The following describes our engineering approach, not certifications we currently hold:
- Least-privilege, scoped access to your ERP and payment systems.
- Encryption of sensitive data in transit and at rest.
- Segregation of duties between configuration and approval.
- Immutable audit logs of every automated action and human override, suitable for SOX-style review.
- Guardrails (value limits, approval thresholds) that you own and control.
Book a scoping call
Ready to see what AR automation would look like inside your stack? Book a scoping call and we will map your order-to-cash flow and identify the highest-value first build.
Prefer to explore first? Download our AP/AR Automation Readiness Checklist [[VERIFY link]] to assess where your receivables process is losing time and cash.
Related reading: Accounts receivable automation software: build or buy · Accounts receivable process automation · Accounts payable automation · Solutions for accounting firms