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AI Invoice & Document OCR Digitization — Build-to-order Odoo module that auto-extracts and posts vendor bills, invoices and r — 1/1Aperçu illustratif

Build-to-order Odoo module that auto-extracts and posts vendor bills,

invoices and receipts with multi-model AI OCR. Delivered in one working week.

Qu'est-ce que AI Invoice & Document OCR Digitization ?

Build-to-order Odoo module that auto-extracts and posts vendor bills, invoices and receipts with multi-model AI OCR. Delivered in one working week. Built to order by ECOSIRE for Odoo 17, 18, 19 — indicative price from $999.00 USD; request a quote for a scoped proposal.

Fonctionnalités clés

OCR extraction of invoice and receipt header fields (vendor, invoice number, invoice/due dates, currency, subtotal, tax, total) into a native draft account.move
Line-item extraction (description, quantity, unit price, discount, taxes, analytic account) mapped to account.move.line records
Pluggable multi-model AI engine: Odoo built-in AI document digitization, GPT-4o, Claude, Gemini or DeepSeek, selectable per company with a provider fallback chain
Per-field confidence scoring via @api.depends compute methods, with a configurable threshold that holds low-confidence documents for human review
Template learning for recurring vendors: the module remembers a supplier's layout after the first correction so subsequent bills extract faster and more accurately
Bulk document processing — upload or email a batch of PDFs/images and process them in the background via ir.cron queued jobs without freezing the UI
Email-to-inbox capture: an incoming mail alias routes vendor attachments straight into the OCR inbox model
Auto-creation of vendor bills, and optionally purchase orders, from extracted data with full three-way-match readiness against existing PO/receipt records
Vendor matching against res.partner (with fuzzy fallback on VAT number and name) plus product and tax mapping to product.product and account.tax
Source document attached to the bill's chatter with a side-by-side extraction review view (OWL/XML) for one-click correction
Auto-post rules via base.automation and server actions — post immediately above a confidence threshold, or route to your existing approval workflow
Duplicate detection on invoice number + vendor to stop the same bill being booked twice
Multi-company and multi-currency aware, with record rules enforcing company scoping on every document
XML-RPC / JSON-RPC exposure so upstream scanners or third-party apps can push documents in programmatically
Audit-ready QWeb report and full chatter logging of every extraction, correction and posting decision for finance sign-off

Fait sur commande, clé en main

Aucune configuration à faire vous-même — une app fonctionnelle conçue, installée et prise en charge par ECOSIRE.

  1. 1

    Vous commandez

    Commencez par un prix de développement unique. Nous cadrons le projet avec vous au lancement.

  2. 2

    Nous développons et installons

    ECOSIRE la développe, la configure et l'installe sur votre Odoo.

  3. 3

    Mise en ligne + assistance

    Vous êtes en ligne en une semaine ouvrée environ, avec deux semaines d’assistance après la mise en production. Les défauts du code que nous livrons sont corrigés gratuitement.

Spécifications techniques

Compatibilité Odoo
Odoo 17, Odoo 18, Odoo 19
Éditions
Enterprise et Community
Licence
Licence à confirmer
Version Python requise
Python 3.10+
Base de données
PostgreSQL 12+

À propos de ce produit

Your AP team should be reviewing bills, not retyping them. This is a build-to-order Odoo module that ECOSIRE designs, builds, installs and supports for your database — it is not an existing apps.odoo.com download and there is no instant install. We scope it to your vendors, chart of accounts and approval flow, then hand over a clean, upgrade-safe module.

Drop a PDF, scanned image or emailed attachment into Accounting, and the module runs it through a configurable AI OCR pipeline that reads the header (vendor, invoice number, dates, currency, totals, tax) and every line item (description, quantity, unit price, taxes, analytic tags). Extracted data lands as a native draft account.move (vendor bill) with the source document attached to the chatter, ready for a human to confirm or auto-post based on your rules.

Under the hood it is real Odoo engineering. A new document-inbox model (subclassing models.Model) stores each upload with fields.Binary for the file and status fields driven by @api.depends compute methods. Confidence scores per field let you set a threshold below which a bill is held for review instead of posted. Vendor matching resolves the supplier against res.partner (with fuzzy fallback on VAT/name), products map to product.product, and taxes map to your account.tax records so amounts reconcile to the penny. Every automation is transparent: server actions and base.automation rules you can read and adjust, not a black box.

Because AP realities differ, the OCR engine is pluggable. Ship on Odoo's built-in AI document digitization, or route documents to GPT-4o, Claude, Gemini or DeepSeek via keys you control — with a graceful fallback chain if one provider is unavailable. For recurring vendors, template learning captures the layout on first correction so the second invoice from that supplier extracts near-instantly. Security is enforced the Odoo way: ir.model.access.csv grants plus record rules scope documents to the right accounting groups and companies in a multi-company setup.

We support Odoo 17, 18 and 19, Community and Enterprise, and we tell you honestly which capabilities are native to your edition versus what this module adds. You get the module code, a documented __manifest__.py, configuration mapped to your data, QWeb-ready audit output, a training session and a post-launch support window.

Ce que vous obtenez

  • Complete, installable Odoo module (source code) with a documented __manifest__.py declaring dependencies, data files and supported versions for Odoo 17, 18 and 19
  • Configuration mapped to your live data: vendor/product/tax mappings, confidence thresholds, auto-post rules and the AI provider(s) you choose
  • Security layer delivered as ir.model.access.csv plus record rules, scoped to your accounting groups and companies
  • Deployment on your environment (Odoo Online-compatible packaging where possible, Odoo.sh, or self-hosted) with a smoke-tested first run on real sample documents
  • Written administrator and end-user documentation covering the upload-to-post workflow, correction UI and provider key management
  • Live training session for your AP/finance team, plus a recording
  • A defined post-launch support window (two weeks, extendable) covering bug fixes and configuration adjustments
  • Source-controlled handover (git repository access) so your team owns and can extend the module

Pour qui c'est

AP / Accounts Payable Lead

Owns a growing pile of vendor bills and receipts and is tired of manual keying. Wants extracted data to land as draft account.move records with confidence flags so the team reviews exceptions instead of typing every line.

Finance Controller / CFO

Cares about accuracy, audit trail and month-end close speed. Values duplicate detection, chatter-logged corrections, tax reconciliation to account.tax, and honest edition guidance over hype.

Odoo Administrator / IT Manager

Responsible for the database's stability and security. Wants an upgrade-safe module with clean ir.model.access.csv, record rules, provider keys they control, and git ownership of the code — not a black box.

Comment AI Invoice & Document OCR Digitization se compare

CritèreÉCOSIREConstruction personnaliséeConcurrentNatif Odoo
Time to a working solution in your databaseone working week build-to-order delivery, installed and tested on your dataMonths of in-house development, testing and iterationInstant install but generic — still needs heavy configurationImmediate, but only basic digitization on Enterprise; none on Community
AI model choicePluggable: Odoo AI, GPT-4o, Claude, Gemini or DeepSeek with fallbackWhatever you build and maintain yourselfUsually locked to one vendor's cloud OCRSingle Odoo-provided digitization service (Enterprise)
Line-item extraction and mappingFull header and line data mapped to account.move.line, product.product, account.taxPossible, but you own all the mapping logicVaries; line-level accuracy and tax mapping often limitedHeader-focused; limited line and tax mapping
Template learning for recurring vendorsYes — layout captured after first correctionOnly if you build and train itSometimes, often as a paid add-onNo
Confidence-gated auto-postingPer-field confidence via @api.depends, threshold holds risky bills for reviewYou must design the scoring and gatingRarely exposed or configurableNo confidence-driven auto-post gate
Bulk and email-to-inbox captureBatch processing via ir.cron plus mail-alias captureBuild the queue and alias yourselfBulk sometimes available; email capture variesMostly one-at-a-time upload
Security and multi-company scopingir.model.access.csv plus record rules scoped to your groups and companiesYour responsibility to implement correctlyDepends on the vendor's implementationStandard Odoo accounting access rights
Ownership and extensibilityYou receive source code and git repo; fully extensible and upgrade-safeYou own it fully but built it all yourselfClosed or licensed; limited or no source accessCore code, not customizable to your AP flow
Support and version coveragePost-launch support window across Odoo 17, 18 and 19Self-supportedVendor support quality and SLA varyOdoo standard support/maintenance only

Foire aux questions sur AI Invoice & Document OCR Digitization

How long until this is live in my Odoo, and is it an instant download?

It is not an instant apps.odoo.com download. This is a build-to-order module ECOSIRE designs, builds, installs and supports for your specific database. Typical lead time is one working week from kickoff, depending on your vendor variety and approval rules. Week 1 is scoping and data mapping, weeks 2-3 are build and testing on your sample documents, and the final stretch is deployment, training and handover.

What ongoing support and updates do I get after delivery?

Every build includes a post-launch support window (two weeks, extendable) covering bug fixes and configuration adjustments. Because you receive the source code and git repository, your team can maintain and extend the module independently. When you upgrade Odoo versions we can quote a migration; the module is written to be upgrade-safe across Odoo 17, 18 and 19 to minimize that effort.

Which AI models power the OCR, and who pays for them?

The engine is pluggable. You can run on Odoo's built-in AI document digitization, or route documents to GPT-4o, Claude, Gemini or DeepSeek using API keys you own and control. Third-party model usage is billed by that provider directly to your account, so you keep full control of cost and data residency. A fallback chain keeps processing running if one provider is unavailable.

Does it work on Odoo Community or only Enterprise?

We support both, on Odoo 17, 18 and 19. Odoo Enterprise ships some native invoice digitization; this module goes further with multi-model choice, template learning, confidence-gated auto-posting and bulk email capture. On Community, where native OCR is absent, the module provides the full pipeline. During scoping we tell you honestly what is native to your edition versus what the module adds.

How accurate is it, and what happens to low-confidence documents?

Accuracy depends on document quality and your vendor mix, and it improves as template learning captures recurring layouts. Rather than promise a fixed figure, we make errors safe: each field carries a confidence score via @api.depends compute methods, and any document below your threshold is held as a draft for human review instead of being auto-posted. Duplicate detection on invoice number and vendor prevents double-booking.

Will it fit our existing vendors, chart of accounts and approval flow?

Yes — that mapping is the core of the build. Extracted suppliers resolve to your res.partner records, products to product.product, and taxes to your account.tax so amounts reconcile exactly. Auto-post rules are delivered as readable base.automation and server actions, so bills can post automatically above a confidence threshold or drop into your current approval workflow unchanged.

Demander un devis

AI Invoice & Document OCR Digitization

Build-to-order Odoo module that auto-extracts and posts vendor bills, invoices and receipts with multi-model AI OCR. Delivered in one working week.

  • OCR extraction of invoice and receipt header fields (vendor, invoice number, invoice/due dates, currency, subtotal, tax, total) into a native draft account.move
  • Line-item extraction (description, quantity, unit price, discount, taxes, analytic account) mapped to account.move.line records
  • Pluggable multi-model AI engine: Odoo built-in AI document digitization, GPT-4o, Claude, Gemini or DeepSeek, selectable per company with a provider fallback chain
  • Per-field confidence scoring via @api.depends compute methods, with a configurable threshold that holds low-confidence documents for human review

Demander un devis

Décrivez vos besoins pour AI Invoice & Document OCR Digitization et nous vous enverrons les tarifs, les options de licence et une proposition sur mesure, généralement sous un jour ouvré.

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