From flexible cloud models to sovereign AI hosted in France - choose the right source for your data, your constraints and your budget.
Until now, TimeTonic offered a single way to integrate artificial intelligence into your automations: via major public cloud models. With this new release, TimeTonic moves from a single offering to three distinct AI modes, designed to cover every profile and every requirement: from the startup that wants access to the best models on the market, to the IT department of a hospital that cannot transfer its data outside France.
This complete guide explains how these three sources work, how to configure them, how to manage your credits, and how to get started quickly with ready-to-use templates.
See TimeTonic in action
Watch our 2026 demo to see how to configure your AI automations in minutes, from source selection to field mapping.
AI at the Heart of TimeTonic Automations
📖 Support article - AI in automationsIn TimeTonic, artificial intelligence integrates directly into your automation scenarios, via a dedicated action: "Ask an AI". This action can be triggered automatically on any field change, document upload, or any condition you define.
What You Can Automate with AI
- Summarise a text or document
- Classify, translate or suggest a reply to a purchase request, customer email or support ticket
- Extract structured information from an invoice, contract or CV
- Analyse a document (PDF, image) via optical character recognition (OCR)
- Generate a personalised reply to an email
- Clean or reformat existing data
How an AI Action Works in a Workflow
- A trigger occurs (field change, document upload, form submission, permalink clicked, input webhook)
- A condition can be checked (non-empty field, file type, specific value)
- The action "Ask an AI" is executed
- The response is automatically saved into one or more fields in your workspace
💡 The configuration is identical regardless of the AI source: AI role, instruction (prompt), optional attachments, maximum token count, and response format (free text or structured JSON mapped to your fields).
Mode 1 - Public Cloud AI: Access the Best Models on the Market
📖 Support article - Configure the public cloud AI actionPublic cloud AI is the most accessible entry point. It gives direct access to the most powerful models available on the market from within TimeTonic, with no provider subscription required.
Available Models (OpenAI, Mistral, Anthropic...)
| Model | Level | Best for |
|---|---|---|
| Gemini 2.0 Flash Lite | Economy | High volumes, simple repetitive tasks |
| GPT-OSS 20B | Economy | Classification, short reformulation |
| DeepSeek V3.1 | Economy | Data extraction, strong French language support |
| Mistral Small | Standard | Native French, public sector, long documents |
| GPT-4o Mini 📎 OCR | Standard | Versatile, reliable, image analysis |
| GPT-4.1 📎 OCR | Premium | Complex documents, long deeds, legal analysis |
| Claude 3.5 Sonnet 📎 OCR | Premium | Nuanced analysis, long-form writing, complex instructions |
| Mistral Large 📎 OCR | Premium | Advanced French, contracts, reports |
TimeTonic Credits or Personal API Key: When to Choose Which?
Public cloud AI offers two billing modes, switchable at any time:
Deducted from your monthly quota. Centralised tracking in Administration. Recommended to get started.
0 TimeTonic credits debited. Billed directly by your provider. Access to the latest models.
Best for Which Use Cases?
Public cloud AI is recommended only if you need the most powerful models and don't have privacy or GDPR concerns. In most cases, the private & secure AI is recommended (see below).
Note also that if needed, you can mix both options with two consecutive automations: The first one with the Private & Secure AI to anonymise data and the second with the Public Cloud AI if you need more advanced reasoning.
ℹ️ Available from the FREE plan (10,000 public AI credits/month included in FREE, 100,000 public AI credits/month included in START, 1 million public AI credits included in PRO, 10 million public AI credits included in BUSINESS at no additional cost to your existing subscription)
Mode 2 - Private & Secure AI: Data Sovereignty, Hosted in France
📖 Support article - Configure the private and secure AI actionThis is the major new feature of this release for organisations with strict data protection requirements. Private and secure AI allows you to process your data using artificial intelligence models hosted in France, on TimeTonic's sovereign infrastructure.
Sovereign Hosting in France
The models used (Mistral, LLaMA, Qwen and other open source models) are deployed directly on TimeTonic's infrastructure in France. Your data never leaves this controlled environment. No transfer to an external provider or outside of France, no retentions, no training on your data, no exposure to third-party cloud API terms of use.
Zero Transfer to an External Provider
Unlike the public cloud AI option which routes your data to OpenAI, Mistral or Google servers, with TimeTonic's Private & Secure AI, your data never leaves our sovereign infrastructure in France — ISO 27001-certified, SOC 2-compliant, and built to the highest enterprise security standards. No exposure to external eyes. No data retention. No use for model training. Just full GDPR compliance, strict data residency within the European Union, and complete confidentiality.
And additional benefits, it will cost less, and will be better for the planet as it consumes much less electricity and water !
Available Models (Sovereign Infrastructure)
| Model | Level | Best for |
|---|---|---|
| Mistral 7B Instruct | Economy | Repetitive text, high volume, sensitive data |
| Llama 3.1 8B Instruct | Economy | Simple extraction, sovereign data triage |
| GPT-OSS 20B | Economy | Light reasoning, short analysis on internal data |
| Mistral Small 3.2 24B 📎 OCR | Economy | Native French, image analysis, sensitive data |
| Llama 3.3 70B Instruct | Premium | Complex documents, deeds, contracts |
| Qwen 2.5 VL 72B 📎 OCR | Premium | Advanced OCR: ID cards, invoices, bank details |
Best for Which Sectors?
Patient records, medical reports, sensitive forms
Contract analysis, bank details/KBIS extraction, risk qualification
Notarial deeds, contractual clause analysis
Organisations subject to inter-ministerial security framework (ANSSI)
Confidential technical data, maintenance sheets
ℹ️ Available from the PRO plan (1 million private AI credits/month included in PRO, 10 million private AI credits included in BUSINESS at no additional cost to your existing subscription).
Mode 3 - Dedicated AI Server: For Advanced Architectures
📖 Support article - Configure the dedicated AI server actionThe third mode is aimed at organisations that already have an AI infrastructure, wish to deploy their own models or would like to benefit from a dedicated private server exclusively for their own use but still hosted on our sovereign infrastructure.
TimeTonic Hosting or Your Own Infrastructure
Dedicated infrastructure managed by TimeTonic. Your models deployed in an isolated environment, operated on your behalf.
On-premise or private cloud. You connect TimeTonic to your own AI server via URL and authentication.
In both cases, no TimeTonic credits are consumed. Billing is entirely separate from your other AI sources. TimeTonic automatically detects the models available on your server during configuration.
Best for Which IT Profiles?
This mode is designed for CIOs and systems architects with specific requirements: proprietary or fine-tuned models, air-gap architectures, existing infrastructure to leverage, or performance and throughput constraints that shared solutions cannot meet. This is the maximum level of control.
⚠️ Available exclusively on the BUSINESS plan. Contact TimeTonic for setup. Server configuration is carried out by a technical administrator.
OCR: Extract and Analyse Your PDFs and Images with AI
📖 Support article - Configure the AI action - OCR PDF & imagesOne of the most powerful AI features in TimeTonic is optical character recognition (OCR), available across all three sources. It enables automatic extraction of structured data from scanned documents.
What AI OCR Enables in TimeTonic
The AI analyses the attached file directly and generates structured JSON. Models: Mistral Small 3.2 24B, Qwen 2.5 VL 72B.
OCR action (Mistral AI OCR) converts the PDF to JSON text, then a second AI action structures and extracts the information.
Concrete Use Cases
| Document | What the AI extracts automatically |
|---|---|
| 🧾 Expense report | Amount, date, category from a receipt photo |
| 🪪 ID card / Passport | Identity data injected into a CRM form |
| 🏢 Company extract / Legal documents | Company information in your database |
| 🏦 Bank details (RIB) | IBAN and BIC extracted without manual re-entry |
| 👤 Business card | Contact automatically added to your CRM |
| 🔧 Equipment nameplate | Brand, model and references for your maintenance sheets |
| 🚗 Vehicle registration document | Vehicle data extracted from photo or PDF |
💡 For a robust scenario, use a condition that automatically routes processing based on file type: if the filename contains ".pdf" - PDF branch, otherwise - image branch.
BYOK: Bring Your Own API Key
📖 Support article - BYOK: use your own API key 📖 Support article - Does TimeTonic store my API key?The BYOK (Bring Your Own Key) feature lets you use your own OpenAI or Mistral API key in your automations, replacing TimeTonic credits. It is available only with Option 1 Public Cloud AI
How It Works
In your "Ask an AI" action configuration (public cloud), enable the "Use my own API key" button, select your provider and enter your key. You then have access to your provider's full catalogue, including the most recent models (GPT-5, o3, o4, Ministral 3 14B, etc.). You can switch at any time between your personal key and TimeTonic credits, without losing your configuration.
| TimeTonic Credits | Personal API Key (BYOK) | |
|---|---|---|
| Billing | Via TimeTonic | Directly with the AI provider |
| Usage tracking | TimeTonic Administration space | To be checked with the provider |
| Limit | According to your TimeTonic plan | According to your provider account |
| Auto suspension | At 100% of monthly quota | No TimeTonic suspension |
| Plans | All plans | All plans |
Are Your Keys Stored by TimeTonic?
Yes, securely. Your API key is stored in the TimeTonic database in encrypted form. It can only be decrypted by the application itself and is never accessible in plain text, not even by the TimeTonic team. It is used solely to execute your AI actions within your automations, and is never shared or transmitted to third parties.
⚠️ If you believe your key has been compromised, revoke it directly from your provider's dashboard (OpenAI, Mistral AI) and enter a new key in TimeTonic.
AI Credits: Understand, Track and Anticipate votre consommation
Credits Included by Plan
📖 Support article - AI credits according to your licence planTimeTonic now offers the ability to use AI credits - with at least 2 million included in the PRO plan and 20 million included in the Business plan, at no additional cost
| Plan | Public cloud AI credits/month | Private AI credits/month | Dedicated server |
|---|---|---|---|
| FREE | 10,000 | - | No |
| START | 100,000 | - | No |
| PRO | 1,000,000 | 1,000,000 | No |
| BUSINESS | 10,000,000 | 10,000,000 | ✅ Yes |
💡 Unused credits do not roll over to the following month. With your own API key (BYOK), no TimeTonic credits are debited. Additional credit packs are available in the Business plan.
Tracking Your Usage in Real Time
📖 Support article - Understanding and tracking your usageGo to your Administration - Plan & Billing workspace to view the status of your two counters (private AI and public cloud AI). The gauges update in real time:
- 🟢 Green: less than 80% of quota consumed
- 🟠 Orange: 80% reached - a notification email is sent
- 🔴 Red: 100% reached - AI actions are suspended until monthly renewal
Automation logs allow you to analyse usage action by action: model used, input tokens, output tokens and total credits consumed. This is the ideal tool for comparing two models on the same task and choosing the most cost-effective one.
What Happens When Your Credits Run Out?
📖 Support article - AI credits exhausted: what happens?When the quota reaches 100%, AI automations are automatically suspended. Other automations (without AI calls) continue to function normally. Three options are available:
Your quota resets to zero at the start of each month, automatically.
Additional credit pack available from the Business plan.
Your automations resume immediately with your personal API key.
Choosing the Right AI Model selon votre usage
📖 Support article - AI models: choose and estimate your usageSelection Criteria
The model is the main lever on your credit consumption. Here is a quick selection guide:
| Need | Public Cloud AI | Private & Secure AI |
|---|---|---|
| High volume, simple tasks | Gemini 2.0 Flash Lite, GPT-OSS 20B | Mistral 7B, Llama 3.1 8B |
| Native French, public sector | Mistral Small | Mistral Small 3.2 24B |
| Image analysis / OCR | GPT-4o Mini, GPT-4.1 | Mistral Small 3.2 24B, Qwen 2.5 VL 72B |
| Complex documents, deeds | GPT-4.1, Claude 3.5 Sonnet, Mistral Large | Llama 3.3 70B Instruct |
| Advanced OCR (cards, bank details) | GPT-4.1, Claude 3.5 Sonnet | Qwen 2.5 VL 72B |
| Sensitive data / sovereignty | Switch to Private & Secure AI (France hosting) | |
Estimating Your Usage Before You Start
- How large is what I am sending? A short email - ~300 credits, one page of text - ~500 credits, a 10-page contract - ~5,000 credits.
- How long is the expected response? An extracted value - 5 to 20 credits, a response suggestion - ~100 credits, a structured summary - ~300 credits.
- How many times will the scenario trigger per month? Multiply the cost per execution by the number of triggers.
💡 Always test on a sample of 5 to 10 representative cases before deploying at volume. Compare the logs to validate your estimate and adjust your model choice if needed.
AI Templates: Get Started in a Few Clicks
📖 Support article - AI automation templates: ready to useNo need to start from scratch. TimeTonic offers a library of 10 ready-to-use AI templates, with pre-configured tables, structured fields and AI automations already set up.
| Template | Type | What the AI does automatically |
|---|---|---|
| 🪪 ID card / Passport | OCR - Document analysis | Extraction of identity data into your fields |
| 👤 Business card | OCR - Document analysis | Automatic contact addition to your CRM |
| 🏦 Bank Details (RIB) | OCR - Structured extraction | Extraction of IBAN and BIC |
| 🔧 Maintenance Analytical Sheet | OCR - Document analysis | Extraction from an equipment nameplate |
| 📞 International Phone Format | Summary & classification | Automatic conversion to correct international format (+33, +49...) |
| 🌍 Multilingual Generator | Summary & classification | Content in multiple languages from a single source |
| 🏢 Company Identity (KBIS) | OCR - Structured extraction | Extraction of legal information |
| 🚗 Vehicle Registration | OCR - Document analysis | Extraction of vehicle data |
| ✉️ Personalised Message | Summary & classification | Generation of a professional introduction message |
| 🧾 Expense report | OCR - Structured extraction | Montant, date et catégorie depuis un reçu photo |
Adapting a Template to Your Context
- AI source and model: select the source suited to your constraints and the model that fits your credit budget
- AI role and prompt: adjust the instructions to suit your sector and the expected level of precision
- Maximum token count: limit it if the response does not need to be long - this directly reduces your usage
- Response format and mapping: verify that the JSON properties exactly match the destination fields in your workspace
⚠️ A template is a starting point, not a final configuration. Always test with realistic documents before deploying to production.
Conclusion: An AI Offer Designed for the Business Teams and the IT Department
With this triple offering, TimeTonic covers the full spectrum of enterprise AI needs: from the maximum flexibility of the public cloud to the total sovereignty of the dedicated server, via the security-accessibility balance of private AI hosted in France.
Adopted by the business teams. Validated by the IT department. And Vice Versa! Whatever your context - agile startup, growing SME, mid-sized company subject to sector obligations, or large group with a structured IT department - you will find in TimeTonic the unique combination of autonomy, flexility and ease of use needed by the business teams with the security, traceability and ease of integration required by the IT, that allows you and your teams to benefit - at last ! - from the full power of Artificial Intelligence to digitise and automate your processes, even the most advanced, without complexity and without putting your data and your company at risk.
Ready to get started? Explore the AI templates available in your TimeTonic space, test on a real use case and check the logs to fine-tune your configuration.




