Automated writing
Less writing, more action
AI generates your emails, descriptions, messages and documents in moments, in your style.
AI content generation
AI writes for you: emails, product sheets, business documents
We develop custom AI content generation solutions that instantly produce clear, consistent texts true to your tone. Personalized emails, product sheets, reports, communications: save hours every week.
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AI that writes for you, in your image
Are you wasting time writing, rephrasing or adapting content?
We create a system capable of instantly generating clear, consistent texts tailored to your business — whether it's customer messages, internal documents, product sheets or marketing communications: fewer errors, more impact, and consistent communication across all your channels.
AI content generation automates these tasks. You spend less time writing and more time on your customers and projects.
Use cases
AI helps you structure, understand and leverage your documents reliably and quickly.
Mass personalization
A message adapted to each situation
Each content is generated based on the recipient, context or your internal data.
Smart summaries
Understand in 1 minute what takes 10 pages
Reports, analyses, files: AI extracts the essentials and saves you precious time.
Improved rephrasing
Clearer, more impactful
AI reworks your texts to make them more readable, professional and engaging.
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Case studies.
AI content generation solutions adapted to each context
STARTUP
A marketplace wants to automate product description writing for its sellers.
An AI product sheet generator that creates SEO-optimized descriptions from technical specifications, adapted to the marketplace's tone.
INSTITUTION
A local authority wants to automatically generate responses to common administrative requests.
An AI assistant integrated into mail management software that proposes personalized standard responses, to be validated by the agent before sending.
SME
A real estate agency wants to speed up listing writing for its properties.
A listing generator that produces attractive texts from property characteristics, with variations for different portals.
ASSOCIATION
An NGO wants to personalize donor communications at scale.
A personalized email generation system based on donation history, interests and donor profile, with integrated A/B testing.
Commitments.
What we hold to on a generation system, from editorial scoping to production.
Tone kept in check
The model follows your editorial charter, down to required and banned keywords.
Review before publishing
Content goes through a human reviewer whenever the stakes call for it.
Model picked case by case
GPT-4, Claude or Mistral: we arbitrate on the quality-cost trade-off your use case needs.
API cost anticipated
Model call costs are estimated during scoping, before your monthly volumes ramp up.
Wired to your data
Templates pull from your CRM, your ERP or your product database.
Volume handled
Beyond one-by-one generation, the system switches to batch API calls.
Data under your control
When the subject requires it, your content stays hosted on your own infrastructure.
Tested with real reviewers
A first iteration goes into real testing instead of weeks of prompt tuning in isolation.
Projects.
Concrete custom development achievements
+ 150 projects delivered+ 10 years of experience
See all projects
Identify levers to strengthen farm autonomy
An extranet to centralize all information and documentary resources
Offer a mortgage simulation that matches real lending conditions
Provide tools to master energy consumption
Carry out genomic sequencing projects
Identify levers to strengthen farm autonomy
An extranet to centralize all information and documentary resources
Offer a mortgage simulation that matches real lending conditions
Provide tools to master energy consumption
Carry out genomic sequencing projects
Identify levers to strengthen farm autonomy
An extranet to centralize all information and documentary resources
Offer a mortgage simulation that matches real lending conditions
Provide tools to master energy consumption
Carry out genomic sequencing projects
Our approach.
How we build a generation system that produces usable content, not filler.
We start from your editorial charter, your existing content that works and your positioning. The model is configured to follow your tone, business vocabulary and constraints (length, format, required or banned keywords). This phase is framed in the specification document so we can later measure whether the generated content meets the promise.
We develop generation templates for each use case: follow-up emails, product sheets, automated reports, real-estate listings. Each template pulls from your business data (CRM, ERP, product base) to personalise the output. We pick the model (GPT-4, Claude, Mistral) based on the right quality / cost / latency trade-off for your case, rather than running everything through the same default model.
Generation plugs directly into your tools: CRM, e-commerce platform, back-office, business software. Content is produced in one click, with a review-and-validation workflow before publishing when the stakes call for it. For large volumes, we switch to batch API calls instead of one-by-one generation.
A prototype covering a single use case (one email type, one product sheet) starts between €8k and €15k. A full platform with several templates, CRM/PIM integration, validation workflow and dashboard sits between €30k and €60k. Add to that the model's API costs (around €0.01 to €0.03 per generated piece depending on length and model), worth anticipating if you run large monthly volumes.
For a first use case in production with a validation workflow, expect 4 to 8 weeks. A multi-template platform connected to your IS takes 3 to 4 months. We ship a first usable iteration quickly to confront the generated content with your real reviewers, rather than tuning prompts in isolation for weeks.
Jasper and Copy.ai are generic SaaS tools: handy for a single writer, but they don't plug into your CRM or product catalog, and the tone stays the one their templates produce. A custom solution integrates your business data, your editorial rules and a workflow built for your team. It costs more to start with but pays off as soon as you generate hundreds of pieces a month or need to keep the data in-house.
Benefits.
The advantages of AI content generation.
AI content generation transforms the way you communicate. By automating writing, you free up time for higher value-added tasks while maintaining consistent quality.
Each text produced respects your editorial charter and adapts to the context: the right message, at the right time, for the right person. No more copy-pasting and manual adaptations.
Your teams gain productivity and your communication gains consistency, whether for your customers, partners or internally.
What our clients appreciate about AI content generation:
Significant time savings on daily writing tasks
Personalized messages based on context and recipient
Consistent quality and respect for editorial guidelines
Multilingual generation for international communication
Continuous improvement through feedback and adjustments
Increased responsiveness in customer exchanges
Methodology.
Our approach for successful custom software development
We start with an in-depth listening phase to understand your business challenges, technical constraints and objectives. This step includes creating personas and realistic navigation scenarios to precisely define the project scope.
We develop a first functional version of your application to quickly test your idea. This prototype allows you to present it to your users, gather their feedback and adjust the product before investing in full development.
We develop your solution following agile principles with short sprints and regular demonstrations. Each feature is rigorously tested before integration. Code is peer-reviewed and documented to ensure quality and maintainability.
Once your application is live, we ensure its hosting on secure and high-performance infrastructure. Our team remains available for corrective maintenance, functional improvements and continuous optimization of your solution.
Ready to get started?
From scoping to prototype, to AI integration.
We support your business software projects from start to finish.