AI Cash Application & Reconciliation — Match Every Payment to Its Invoice
Stop matching incoming payments to invoices by hand. This cockpit reads every unapplied customer payment and finds the invoice it belongs to — by amount, customer and reference — and hands you a ready-to-post match with a confidence score. Optional AI. Bring your own API key.
Every unapplied payment matched to the invoice it pays — with a confidence score and the exact signals it matched on.
- Squinting at bank memos, one payment at a time
- Cash sits unapplied while it waits
- Customers chased for invoices they already paid
- Every payment matched to its invoice by amount, customer and reference
- A confidence score and a plain reason on each — ready, review, or no match
- Unapplied cash cleared in minutes, not days
You stay in control — review each match, then apply it in one click. The module reconciles the payment against the invoice the standard Odoo way — partial and multi-invoice included — and every reconciliation is reversible from the payment.
From payment to applied
Open Cash Application. It reads your unapplied inbound payments and open invoices — no setup, nothing to import.
One click scores every payment against its likely invoice on amount, customer and reference, and sorts it into three buckets.
Work the ready-to-apply list first, give the review ones a quick look, then Apply — one click reconciles the payment, or clear the whole ready bucket at once.
Where the cash sits
At a glance: how much incoming cash is ready to apply, how much needs a quick review, and how much has no reliable match yet — plus your live auto-match rate to watch it climb.
The payments to apply, prioritised
A work list of every unapplied payment with its best-matched invoice, the confidence and the exact signals it matched on — ready ones first, so you clear the easy money in seconds.
Apply & reconcile in one click
This is not just a suggestion list. When a match looks right, hit Apply and the module reconciles the payment against the invoice the standard Odoo way — nothing custom on your ledger, and every reconciliation is reversible from the payment.
A payment smaller than the invoice reconciles partially; the invoice keeps its open balance, exactly as Odoo handles it.
When a customer settles several bills at once, the payment is applied across them — the matched invoice first, then oldest-first.
Clear the whole ready-to-apply bucket in one go, or work the borderline ones one by one.
You confirm before anything posts, and every reconciliation is reversible from the payment the standard Odoo way.
Drill into any match
Filter by status, group by customer, and open any suggestion to see the payment and the invoice side by side — a defensible, drillable view of your cash application, inside Odoo.
AI analysis — optional, your own key
Add your own Anthropic Claude or OpenAI key and get a short read of your unapplied-cash backlog and the top action to clear it faster and lift your auto-match rate, in your language. The module calls the provider directly from your Odoo: no data goes through a third party, and you control the model and the cost. The AI never posts or reconciles anything.
Set it up once
Choose your amount tolerance, the confidence needed to call a match ready, and the ageing alert. Add your AI key if you want it. That is the whole setup.
Features
- Automatic payment-to-invoice matching — every unapplied inbound customer payment scored against your open invoices.
- Three independent signals — amount within your tolerance, same customer, and the invoice number in the bank memo.
- A confidence score and a plain reason on every suggestion — sorted into ready to apply, needs review, or no match.
- Auto-match rate — the share of payments that match cleanly, so you can watch it climb as your references get tidier.
- Ageing alert — payments that stay unapplied too long are flagged as cash to clear.
- Apply in one click — reconcile a match the standard Odoo way, with partial payments and one payment across several invoices handled for you; you confirm first and every reconciliation is reversible from the payment.
- Apply all ready — clear the whole ready-to-apply bucket in one go, each payment isolated so one odd item can never break the run; or open any payment to work it by hand.
- Auto write-off (optional) — when applying leaves a tiny under- or over-payment at or below the amount you set, it is cleared to your write-off account so the invoice is fully settled.
- Role-based posting — a dedicated Cash Application Manager group controls who can apply and reconcile; everyone else reviews.
- Live cockpit — unapplied cash, auto-match rate, ready vs. review vs. no-match, and a breakdown chart; not a static report.
- Daily automatic rescan — a scheduled job keeps the matches current; rescan on demand anytime.
- Bank statement lines too — the cockpit also matches unreconciled bank-feed lines to the invoice they pay; one click opens Odoo's native bank reconciliation on that line.
- Learns your customers — a customer with reconciled cash already on file gets a small confidence boost, so your returning payers match more cleanly over time.
- AI analysis (optional) — Anthropic Claude or OpenAI, your own key; a read and the top action, in your language.
- Works on any Odoo — reads standard payments and invoices in your company currency. Community and Enterprise.
- Multilingual — English, Spanish, French, German, Italian and Portuguese (BR).
Perfect for accounts-receivable teams, controllers and owners who want unapplied cash cleared fast, a cleaner ledger and a faster close — without matching every payment by hand.
Keywords: cash application, payment reconciliation, auto reconcile payments, match payments to invoices, unapplied cash, accounts receivable automation, AR automation, invoice matching, bank payment matching, bank statement reconciliation, bank feed matching, statement line matching, reconciliation automation, partial payment reconciliation, multi-invoice payment, Odoo reconciliation, cash application software, automatic payment matching, clear unapplied payments, confidence score matching, accounting automation, faster month-end close, AR cockpit, payment write-off, cash discount write-off, cash application manager role, encumbrance, Anthropic Claude, OpenAI, AI accounting assistant.
Palabras clave: aplicación de cobros, conciliación de pagos, conciliación bancaria, conciliar pagos automáticamente, emparejar pagos con facturas, cuentas por cobrar, cobranzas, automatización de cuentas por cobrar, conciliación de facturas, pagos parciales, pago de varias facturas, conciliación Odoo, aplicar cobros, cierre contable más rápido, automatización contable, tesorería, facturación, IA, inteligencia artificial, Claude, Anthropic, OpenAI.
Permissions & data security
Built to respect Odoo's access model — audited so nothing leaks between users or companies.
- 🏢 Multi-company isolation. Every record and setting is tagged to its company; a user only ever sees the data of the companies they are allowed into. Cross-company access is impossible — verified.
- 🔑 AI key encrypted & admin-only. Your provider key is stored encrypted at rest (Fernet / AES) — the plaintext is never saved — and is readable or editable only by a system administrator.
- 👤 Role-based access. Dedicated Cash Application: User (review) and Manager (apply & reconcile) groups — only a Manager can post to the ledger. No portal or public exposure; everything computes on your standard data through the app's own service.
- ✅ Secure by design — multi-company isolation; AI key encrypted at rest and admin-only. Audited across the whole suite.
Requires the Accounting/Invoicing app. Works with Odoo Community and Enterprise.
More from the author: Aski — ask your Odoo in natural language by chat or voice, and get real figures from your phone. https://aski.dev
Questions, or want a quick personalized demo? Email me at jhonrojas.dev@gmail.com — I am happy to answer questions or set up a short demo.
Support: jhonrojas.dev@gmail.com · License: OPL-1
About the author
Jhon Jairo Rojas Ortiz
Odoo developer · custom modules, integrations & business intelligence
5+ years of hands-on Odoo experience — building and shipping real modules, integrations and analytics for companies across LATAM and Europe. Every app I publish is maintained and supported personally.
Custom Odoo modulesIntegrations & APIsBI & analyticsOdoo 14–19
inConnect on LinkedIn →| Availability |
Odoo Online
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On Premise
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| Odoo Apps Dependencies |
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Invoicing (account)
• Discuss (mail) |
| Lines of code | 1306 |
| Technical Name |
jjro_cash_application |
| License | OPL-1 |
| Website | https://aski.dev |
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