Generative AI for SMBs - GPT-4, LangChain, RAG deployed on your data
Autonomous AI agents, RAG on your documents, intelligent extraction - measurable results in 30 days on your business use cases.
Let's talk about your project →Our contractual commitments
Clean, documented code
Zero technical debt at delivery. Your team can take over the project without us.
On-time delivery
We commit to a date in the contract. No surprises.
Training included
Videos + workshops so your teams are autonomous from go-live.
Post-delivery support
3 months of support included. Available for bugs and adjustments.
Generative AI for SMBs - GPT-4, LangChain, RAG deployed on your data - what it means in practice
Generative AI lets French SMBs process 10x more data without hiring: automatic contract reading, invoice data extraction, Q&A on internal documents, structured report generation. Codea deploys GPT-4, LangChain and RAG architectures on your data - in France, on your servers, GDPR-compliant.
“We had 10,000 pages of technical docs. Our engineers spent 3h/day searching for information. The Codea RAG reduced that to 10 minutes. Team productivity changed overnight.”
Your project deserves a clear answer. 30 min, no commitment.
One call is enough to know if it's doable, what it costs and how long it takes.
What this service covers
- RAG chatbots on your internal documents (contracts, FAQ, manuals)
- Automatic data extraction from PDFs, invoices, forms
- Autonomous LangChain agents connected to your APIs and business tools
- Structured generation - reports, emails, product sheets, summaries
- Automatic classification and routing of emails and support tickets
- Sovereign model deployment (Mistral, LLaMA) on French servers
The building blocks
RAG on your data
Your documents become queryable in natural language - precise answers, cited sources.
Autonomous agents
LangChain agents that plan, call APIs and produce results without supervision.
Intelligent extraction
PDFs, invoices, contracts - structured data extracted with 98% accuracy.
Data sovereignty
Mistral or LLaMA on your French servers - zero token sent externally.
PoC in 2 weeks
Feasibility validation and metrics before any significant budget commitment.
API integration
AI integrates into your existing tools via REST API - zero user friction.
Tools & technologies
LLM & AI
GPT-4
LangChain
Mistral
LLaMARAG & Vector DB
Supabase pgvectorInfra
How does it work?
- 01
Use case identification
2 days - 02
2-week PoC
2 weeks - 03
Metric validation
Day 14 - 04
Production development
2-4 weeks - 05
Deployment & monitoring
W6-W8