AI & OCR

⚠ Full article available in French only — translation in progress.

L'IA Cybelia Cloud — Cybele, Collègues IA & OCR factures 🤖

Cybelia Cloud natively integrates a sovereign AI, hosted in the EU, capable of reading your supplier invoices with no entry, answering your employees and prospects, and executing autonomous tasks in your ERP like real employees.

🧠 IA Cybelia Cloud souveraine 📄 OCR factures 👥 Collègues IA autonomes 💬 Cybele 24h/24 🇫🇷 EU hosting 🛡 RGPD & AI Act ⚖ Article 22
🚀 L'IA Cybelia Cloud est incluse — no third-party subscription, no development, no complex setup. You enable OCR, Cybele or AI Colleagues whenever you want.

💡 L'IA est entièrement optionnelle. Cybelia Cloud works perfectly without it — all business modules are independent. No lock-in.
📄
OCR factures — zéro saisie

Your PDF supplier invoices are read and imported automatically. No more manual entry.

💬
Cybele — assistante IA

Conversations in natural language in Cybelia Cloud and on your website, with strictly separated data.

👥
Collègues IA autonomes

Agents that receive instructions in natural language and execute them. Available 24/7.

🇫🇷
Souveraineté EU

IA Cybelia Cloud hébergée en EU. Option Claude (Anthropic) disponible pour la puissance max.

Conforme par défaut

GDPR, AI Act, Article 22 — the human always validates. No automated decision without control.

Intelligence artificielle intégrée

Cybelia Cloud AI — three pillars, one platform

Cybelia Cloud is the only European platform to natively integrate AI-powered OCR, a sovereign conversational assistant, and true autonomous agents able to act in your ERP.

📄

Invoice OCR — zero supplier entry

Drop a PDF invoice. The AI identifies the supplier, extracts all lines (reference, quantity, price, discount), the number, the date and net/gross totals — then creates the invoice in Cybelia Cloud within seconds.

  • IA Cybelia Cloud souveraine — incluse, hébergée EU, RGPD natif
  • Claude (Anthropic) en option — pour cas complexes ou puissance max
  • Mode hybride IA + règles — fiabilité maximale
  • Automatic product matching (barcode, reference)
  • Formats : PDF, JPG, PNG — y compris scans papier
💡 Exemple : a 154-line supplier invoice processed in seconds — zero entry, final gap of 0.48 % on the net amount.
💬

Cybele — 24/7 AI assistant

Cybele lives in two distinct environments: inside Cybelia Cloud for your employees, and on your website as a chatbot for your prospects — with strictly separated identities and data.

  • Interne : répond sur la base de vos données (RAG)
  • Externe : accueille vos prospects sur le site
  • Aucune fuite de données internes vers l'extérieur
  • Voix intégrée (micro + synthèse vocale fr-FR)
  • Historique de conversations consultable et auditable
💡 Exemple : an employee asks Cybele "which invoices are unpaid for more than 30 days?" and gets the list in 3 seconds, without navigating menus.
~80%
de temps gagné sur
la saisie des factures
24h/24
vos Collègues IA travaillent
sans pause ni congés
0 €
de surcoût d'abonnement
outil IA tiers
Included
sans développement
ni paramétrage complexe
🔓 L'IA est entièrement optionnelle. Cybelia Cloud works perfectly without it. All business modules are independent. You enable OCR, Cybele or AI Colleagues only if and when you want — without changing anything else.
Nouveau — Agents IA autonomes

AI Colleagues that act inside Cybelia Cloud like real employees

Imagine hiring an accountant, sales rep, stock manager or assistant that never sleeps, is never absent, and executes tasks in seconds. That's what AI Colleagues enable.

🧾
Comptable IA
Traitement des factures & rapprochements
Vous lui confiez : "Process all pending supplier invoices, reconcile them with purchase orders and flag discrepancies above 5 %." It executes, creates invoices, checks amounts, notes anomalies and sends you a report by email.
⏱ Tâche habituellement de 2h → 40 secondes
💼
Commercial IA
Relances, devis, analyse pipeline
Vous lui confiez : "Identify all quotes expired this month, draft a personalised reminder email for each customer and send it." It walks through the pipeline, drafts each message with the client context, sends and logs the activity.
⏱ 30 relances en 2 minutes, sans intervention humaine
📦
Gestionnaire de stock IA
Réapprovisionnements & alertes
Vous lui confiez : "Check critical stock levels, create the necessary supplier purchase orders and send them." It analyses stock, calculates quantities to order, creates POs and notifies suppliers.
⏱ Tâche quotidienne automatisée — zéro oubli de rupture
📊
Analyste IA
Reporting & tableaux de bord
Vous lui confiez : "Generate the 60-day cash forecast report and send it to the manager every Monday morning." It compiles the data, generates the PDF report and sends it automatically every week.
⏱ Rapport stratégique livré sans intervention, chaque semaine
🎧
Agent SAV IA
Traitement des tickets & réponses
Vous lui confiez : "Analyse tickets open more than 48 h without response, draft a courtesy message and chase the technician concerned." Il agit sur le helpdesk, envoie les messages et historise ses actions.
⏱ Satisfaction client améliorée — aucun ticket oublié
👤
Votre Collègue IA sur mesure
N'importe quel rôle, n'importe quelle tâche
Give it a name, a photo, a role, a mission and precise rights. It receives your instructions in natural language and executes them within the scope you have defined. Each task is logged, replayable and enriches its learning memory.
✦ IA Cybelia Cloud souveraine par défaut. Claude en option si besoin de puissance max.

How does an AI Colleague work?

✍️
1. Consigne

You write in natural language what the colleague should do. No special syntax.

🧠
2. Raisonnement IA

The AI breaks the task down, chooses the necessary actions and plans the steps.

⚙️
3. Exécution

It searches, reads, creates, updates records and sends messages — within Cybelia Cloud.

📋
4. Résultat & mémoire

The result is displayed, the task is logged, the agent learns for next time.

🛡 Security : each AI Colleague acts under its own Cybelia Cloud user account. Its rights are defined by the groups you assign — exactly like a human employee. It cannot do anything that a human with the same rights couldn't do.
💬

Cybele, the Cybelia Cloud AI assistant

A sovereign conversational assistant, present in your ERP as on your website.

Inside Cybelia Cloud — for your teams

Cybele replaces technical chatbots with an assistant that understands the intent of your employees and adapts to your business.

  • Réponses contextualisées à votre métier Cybele knows the specialty of your environment (transport, restaurant, trade, construction, services…) and adapts its tone, examples and suggestions to the domain. No generic answers. E.g. a transport director asks "how many routes completed this week?" and gets the figure in 2 seconds.
  • Liens cliquables vers les écrans Cybelia Cloud When Cybele suggests an action, it provides the direct link to the record, menu or module concerned. No more searching through navigation.
  • Voix intégrée (micro & synthèse fr-FR) Cybele accepts voice questions and can answer by voice. Useful on the move or during a meeting — no typing needed.
  • Historique consultable et auditable All conversations are logged and linked to the user. In case of audit or dispute, the full history is consultable.

On your website — for your prospects

External Cybele welcomes your visitors like a sales rep available 24/7, without ever accessing your company's internal data.

  • Identités strictement séparées Cybele's external instance shares no data with the internal instance. Your prospects only access the public information you have explicitly published (catalogue, FAQ, articles).
  • Capture intelligente de leads When a visitor expresses a commercial need, Cybele offers to qualify the request and forward it to your team. The captured contact details arrive directly in your Cybelia Cloud CRM. E.g. "I'm looking for a quote for 50 electric bikes" → prospect record created in the pipeline, sales team notified.
  • Multilingue automatique Cybele detects the visitor's language (FR, EN, DE, ES, IT…) and answers in that language. Ideal for sites with international audience.
  • Aucune donnée client interne exposée The external instance is sandboxed: even if a prospect tries to extract internal information through malicious prompts, access is physically impossible.
📄

Supplier invoice OCR — from PDF to accounting entry

Four simple steps, always under your control. Human validation remains mandatory.

The OCR workflow in 4 steps

From PDF receipt to posting, through human validation. The AI proposes, you validate, Cybelia Cloud posts.

  • 1 · Lire le document On the draft supplier invoice, click « Lire le document ». The PDF is analysed, the AI extracts all the structured data.
  • 2 · Extraire Conversion of the PDF into usable text, then extraction by the sovereign Cybelia Cloud AI (or by Claude if enabled). A hybrid rules + AI mode guarantees reliability even on suppliers with complex formats.
  • 3 · Valider All extracted data is shown in a verification form: supplier, lines, totals, VAT. You correct any errors before validating.
  • 4 · Créer la facture Bouton « Créer la facture » → the invoice is posted, missing products are created automatically, purchase prices are updated. Everything is traced.

What OCR extracts

Extraction covers the entirety of a standard invoice, whatever its layout: structured, scanned, partially handwritten invoices.

  • En-tête de la facture Supplier (name, registration if present), invoice number, issue date, due date, payment mention, supplier IBAN.
  • Lignes produits Reference, label, quantity, unit price, discount, line total. Automatic matching with your product catalogue via barcode or supplier reference.
  • Totaux & TVA Net total, VAT per rate, gross total, any shipping fees. Consistency verified automatically.
  • Formats acceptés Native PDF, scanned PDF, JPG/PNG images, electronic invoices in Factur-X or UBL format. Configurable size limit (60 000 characters by default).

Observed performance in production

On a real spare-parts supplier invoice — a representative case with many lines:

154lignes
Extraites en une passe
6 914,74
HT calculé (attendu 6 948,39 €)
0,48%
Écart final (-33,65 €)
100%
N° de facture & date corrects

✨ Barcodes and unit prices created or updated automatically on posting.

Automatic flow: from PDF to bookkeeping

Once the PDF is uploaded, the chain triggers with no additional intervention. You keep control over the validation step.

PDF déposé Lecture IA Extraction structurée Validation humaine Facture créée Comptabilisation
🔍

Module suggestion — ask in plain language, the AI proposes

Plus besoin de connaître par cœur le catalogue Cybelia Cloud. Décrivez votre besoin, l'IA trouve.

The path, step by step

From need expressed in natural language to the installation of relevant modules — always with human validation.

  • 1 · Vous décrivez votre besoin Vous écrivez à Cybele en European, sans jargon technique. E.g. "I want to track my sales reps' hours per client and generate time-based invoicing."
  • 2 · L'IA cherche dans le référentiel Cybele queries the Cybelia Cloud catalogue (770+ modules) on their descriptive fields: name, summary, description, category, group.
  • 3 · Elle propose une combinaison Cybele suggests one or more modules with a short explanation: why that one, what it does, what it combines with.
  • 4 · Vous validez, l'admin installe On your go-ahead, an installation request is sent to the Cybelia Cloud administrator. No automatic installation without validation.

Single source of truth

The module reference is a structured file, automatically updated on each catalogue change.

  • 770+ modules indexés The full Cybelia Cloud catalogue is indexed with its metadata: technical name, label, detailed description, business category, version, licence, dependencies, application/extension status.
  • Mise à jour automatique The reference data is regenerated on each catalogue change. Cybele is always up to date, without manual intervention.
  • Cohérence garantie Cybele only proposes existing modules compatible with your configuration. No phantom suggestions.
🧠

Cybelia Cloud AI models — sovereignty or power

The default choice is sovereignty. Maximum power is available on demand.

🇫🇷 IA Cybelia Cloud souveraine (par défaut)

The Cybelia Cloud model is hosted in the EU, on our sovereign infrastructure. No data leaves the EU territory.

  • Hébergement intégralement en EU The model runs on our EU servers. No call to a third-party API, no data sent to a foreign vendor.
  • RGPD natif, sans DPA tiers No need to sign an agreement with a foreign processor. The processing chain is under Cybelia Cloud responsibility, subject to EU law and GDPR.
  • Idéal pour les données sensibles Health, HR, finance, industrial-secret data — the sovereign version is designed for the most demanding contexts.
  • Performances suffisantes pour 95 % des cas Invoice OCR, conversational Cybele, module suggestions, standard AI Colleagues — everything works very well with the sovereign model.

⚡ Claude (Anthropic) (option premium)

For cases requiring maximum reasoning power or complex multilingual processing, Claude can be enabled as a complement.

  • Trois modèles disponibles Claude Haiku (fast, economical), Claude Sonnet (balanced), Claude Opus (most advanced reasoning). The choice is made per use case.
  • Sous-traitance encadrée Anthropic is a processor in the GDPR sense. Cybelia Cloud × Anthropic DPA available on request. Conversations are not retained on the Anthropic side beyond the API session.
  • Surcoût maîtrisé An OCR invoice ≈ €0.01. A long Cybele conversation ≈ €0.05. Token and cost counter available in settings.
  • Bascule à chaud You can enable Claude per use case (OCR only, AI Colleagues only, long conversations only) without migrating everything.

🔐 Common technical security

Quelle que soit l'option choisie, les mêmes garanties techniques s'appliquent.

  • Clé API chiffrée Model access keys are stored encrypted in Cybelia Cloud. Never visible on the browser side.
  • Communication TLS 1.3 End-to-end encryption for all AI calls, whatever model is used.
  • Audit log complet Who, when, which model, what cost, what query, what answer. Exportable for internal audit or compliance check.
  • Désactivation globale en un clic A configuration flag allows cutting all AI features instantly, for maintenance or in case of incident.

Compliance — AI Act, GDPR, Article 22

L'IA Cybelia Cloud est classée risque limité. L'humain valide toujours.

Référentiel Obligation Application Cybelia Cloud
RGPD
(UE 2016/679)
Base légale, registre des traitements, droits, durées de conservation. User data hosted in the EU. Cybelia Cloud logs per your policy. No transfer outside the EU for the sovereign version.
AI Act
(UE 2024/1689)
Classification IA par niveau de risque. Mise en œuvre progressive 2025-2027. IA Cybelia Cloud = risque limité. Transparency obligation respected: the user knows they are talking to an AI, history is consultable.
Article 22 RGPD Pas de décision automatisée à effet juridique sans intervention humaine. L'IA propose, l'humain valide. No installation, posting, accounting entry, external email send without user confirmation.
Souveraineté Maîtrise European des données stratégiques. Sovereign version = 100 % EU chain. Claude version = subprocessing framed by DPA. Choice per use case granularity.
CRPA L. 311-3-1 Décision administrative automatisée doit être signalée. Not applicable (no administrative decision). Good practice applied: Cybele always presents itself as an AI.
💡 À retenir : by choosing the sovereign Cybelia Cloud AI, you have no DPA to sign with a foreign processor, no data transfer outside the EU, and the entire processing chain is subject to EU law. The premium Claude option remains GDPR-compliant via DPA, but requires additional contractual framing.

Four usage rules to follow

The guardrails to get the most out of AI without slipping over its limits.

✓ Always validate OCR extractions

The AI can make mistakes, especially on poor-quality invoices (blurry scans, handwritten, skewed photos). Human validation before posting remains obligatoire — c'est ce qui rend la chaîne conforme Article 22.

⚠ Sensitive data → sovereign

Pour les données de santé, RH sensibles, données juridiques, secret industriel : utilisez uniquement la version IA Cybelia Cloud souveraine. Reserve Claude for cases where reasoning power is critical and data is non-sensitive.

📏 Limit file sizes

60 000 characters maximum sent to the AI (configurable limit). Beyond, automatic switch to rules mode. For monstrous invoices (over 200 lines), split into two files.

💰 Watch the API cost

The sovereign Cybelia Cloud AI is included, with no usage surcharge. The Claude option bills by token: counter exposed in settings. As a guide: an OCR invoice ≈ €0.01, a long Cybele conversation ≈ €0.05.

ERP without AI, third-party AI to plug in, or integrated Cybelia Cloud AI?

Three ways to approach AI in your ERP, three very different operational realities for your company. Here is what it changes day to day.

ERP classique sans IA vs IA externe à brancher (chatbot tiers) vs Cybelia Cloud — IA intégrée
Manual entry of all supplier invoices — 5 to 15 minutes per invoice. ~Partial OCR via separate subscription, without product matching or automatic accounting entry. Built-in AI OCR, automatic matching, one-click posting after validation.
Manual search in menus and documentation to find the right screen. ~Generic chatbot without knowledge of your business context or access to your data. Cybele knows your business, your data and provides direct links to the right screens.
Repetitive tasks to do by hand: reminders, reconciliations, weekly reports. ~Automatisations possibles via outils tiers (Zapier, Make…) — fragiles, à maintenir. Collègues IA autonomes qui exécutent en European, dans Cybelia Cloud, avec audit complet.
Data 100 % at your side but no intelligence to leverage it. ~Data transmitted to foreign vendors, sometimes in clear. DPA to sign. IA Cybelia Cloud souveraine — hébergement EU, aucun transfert hors UE par défaut.
Pas de surcoût IA — mais beaucoup de temps perdu en saisie et recherche manuelle. ~Recurring per-user cost (often €20 to €50/month) on top of the ERP. Sovereign AI included. Claude as consumption-based option (≈ €0.01 per OCR invoice).
No specific AI compliance — but no AI usage either. ~AI Act and GDPR compliance to verify case by case with each third-party tool. Classification IA Act « risque limité » assumée. Article 22 respecté par design.
Maintenance : aucune côté IA, mais charge humaine élevée. ~Several subscriptions to manage, connectors to maintain, updates to follow. Everything is integrated and maintained by Cybelia Cloud. One point of contact.
Pourquoi l'IA Cybelia Cloud coûte moins cher au final : With a third-party AI, you pay several subscriptions (chatbot, OCR, automation), you maintain the connectors between tools and you carry legal responsibility for data transfers. Cybelia Cloud AI brings everything together — OCR, Cybele, AI Colleagues — in a single sovereign system, with no fragile connector, no over-subscription, no third-party DPA to sign. You gain in simplicity, cost and compliance.

FAQs

Questions decision-makers ask before activating AI in their ERP.

L'IA est-elle obligatoire pour utiliser Cybelia Cloud ?

Non. L'IA est entièrement optionnelle. Cybelia Cloud works perfectly without it — all business modules (sales, invoicing, stock, accounting, projects, HR…) are independent. You activate OCR, Cybele or AI Colleagues only if and when you want, without changing anything else in your configuration.

Mes données sont-elles envoyées à l'extérieur ?

Avec l'IA Cybelia Cloud souveraine (option par défaut), non : the model runs on our EU servers, your data doesn't leave EU territory. With the option Claude (Anthropic), requests transit to the Anthropic API under a contractual framework governed by a DPA. Conversations are not retained on the Anthropic side beyond the session. You choose the option per use case.

Quelle est la différence entre Cybele et un chatbot classique ?

A classic chatbot answers fixed rules ("if the user says X, I answer Y"). Cybele comprend l'intention, accesses your Cybelia Cloud data in real time, and adapts its answer to your business sector. It can also point to the exact screen where to act, and — with AI Colleagues — directly execute the task in your place. A chatbot informs, Cybele acts.

Combien coûte l'IA Cybelia Cloud ?

L'IA Cybelia Cloud souveraine est incluse dans l'abonnement — pas de surcoût à l'usage, pas de coût par utilisateur. L'option Claude is billed by token usage: as a guide, an OCR invoice ≈ €0.01, a long Cybele conversation ≈ €0.05, a typical AI Colleague task ≈ €0.02 to €0.10. A token and cost counter is exposed in settings for budgetary control.

L'IA Cybelia Cloud est-elle conforme RGPD et AI Act ?

Oui. L'IA Cybelia Cloud est classée « risque limité » by the European AI Act (EU 2024/1689). The transparency obligation is respected — Cybele always presents itself as an AI, its history is consultable. TheArticle 22 du RGPD is respected by design: the AI proposes, the human validates. No automated decision with legal effect is taken without human intervention. The sovereign version ensures a 100 % EU chain under EU law.

What can and can't AI Colleagues do?

Un Collègue IA agit under the user account you assign to it with associated rights. It can therefore do exactly what a human with the same rights could do : search, read, create, update, send internal or external emails according to its permissions. It ne peut pas bypass access controls, modify system parameters, or act outside the scope you have defined. Each action is traced and auditable.

Comment savoir si Cybele me parle ou si c'est un humain ?

Cybele se présente toujours explicitement comme une IA at the start of a conversation, on the website as inside Cybelia Cloud. This is an AI Act obligation we apply by default, with no setting to enable. Its avatar and signature are also distinctive.

Puis-je désactiver l'IA en cas d'incident ou de maintenance ?

Oui. Un flag de configuration permet de désactiver instantanément toutes les fonctionnalités IA (OCR, Cybele, AI Colleagues) without touching the rest of Cybelia Cloud. You can also disable selectively: for example deactivate Claude while keeping the sovereign version, or disable AI Colleagues while keeping Cybele.

Comment activer l'IA sur ma base Cybelia Cloud ?

Activation happens from your Cybelia Cloud administrator: AI module to enable, choice of model (sovereign by default, Claude as an option), user access rights definition. Go-live is immediate, with no development or complex setup. Our team can support you to configure your first AI Colleagues and calibrate OCR on your main suppliers.

Enable Cybelia Cloud AI on your environment 🚀

A few minutes are enough to start with invoice OCR, Cybele or a first AI Colleague. The Cybelia Cloud team supports you to calibrate the AI on your suppliers and use cases.

Request a demo Parler à un conseiller
Cybelia Cloud — IA souveraine, hébergement EU, conformité RGPD & AI Act, support francophone.
Article mis à jour : mai 2026


IoT & Telematics
⚠ Full article available in French only — translation in progress.