Automation & AI

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.

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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.

30 days
For measurable results
10x
More data processed without hiring
98%
Data extraction accuracy
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.
-90%
Search time
92%
Team satisfaction
3 weeks
Deployment time
Mathis Cottier
Owner — Pierre et Parquet

Your project deserves a clear answer. 30 min, no commitment.

In 1 hour, discover exactly how much you're losing and how to recover it.

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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-4LangChainMistralLLaMA

RAG & Vector DB

PineconeSupabase pgvectorChroma

Infra

PythonFastAPIDockerOVH

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

FAQ — Generative AI for SMBs — GPT-4, LangChain, RAG deployed on your data

Ready to start? First consultation free. On-time delivery guaranteed.

In 1 hour, discover exactly how much you're losing and how to recover it.

Book a meeting →