Operational AI expertise

We design AI systemsthat are reliable, integrable, and controllable

From business AI agents to full process automation, our expertise covers architecture, integration, and production operations.

Business AI agents

Design of agents that understand your context and execute according to your business rules.

  • Outcome-oriented prompt engineering
  • RAG on your business data
  • Memory and context management

Multi-step automation

Reliable workflow orchestration between agents, internal tools, and business validations.

  • Coordination of specialized agents
  • Automatic retries on failure
  • End-to-end traceability

Application integration

Connect AI agents to your existing applications without disrupting team habits.

  • API, webhooks, and internal connectors
  • CRM, ERP, and business portal integration
  • Priority-based progressive rollout

Security and compliance

A robust framework to secure flows, reduce risk, and meet regulatory constraints.

  • GDPR and data confidentiality
  • Guardrails and output control
  • Auditability and full logging

Quality and observability

Production monitoring with reliability, cost, latency, and answer-quality indicators.

  • Business and technical metrics
  • Alerting and continuous supervision
  • Execution trace analysis

Industrialization

Scale your AI initiatives with maintainable and controlled architecture.

  • Standardized AI components
  • Operating cost optimization
  • Documentation and knowledge transfer
Technology stack

Technologies powering your AI agents

We select the best building blocks to deliver high-performance, scalable, and cost-controlled solutions.

LangChain

LangChain

OpenAI

OpenAI

Anthropic

Anthropic

Ollama

Ollama

n8n

n8n

Hugging Face

Hugging Face

Google AI

Google AI

Mistral AI

Mistral AI

Perplexity

Perplexity

LangChain

LangChain

OpenAI

OpenAI

Anthropic

Anthropic

Ollama

Ollama

n8n

n8n

Hugging Face

Hugging Face

Google AI

Google AI

Mistral AI

Mistral AI

Perplexity

Perplexity

LangChain

LangChain

OpenAI

OpenAI

Anthropic

Anthropic

Ollama

Ollama

n8n

n8n

Hugging Face

Hugging Face

Google AI

Google AI

Mistral AI

Mistral AI

Perplexity

Perplexity

Cohere

Cohere

Azure

Azure

AWS Bedrock

AWS Bedrock

Groq

Groq

Langfuse

Langfuse

Replicate

Replicate

GitHub

GitHub

Vercel AI

Vercel AI

Cohere

Cohere

Azure

Azure

AWS Bedrock

AWS Bedrock

Groq

Groq

Langfuse

Langfuse

Replicate

Replicate

GitHub

GitHub

Vercel AI

Vercel AI

Cohere

Cohere

Azure

Azure

AWS Bedrock

AWS Bedrock

Groq

Groq

Langfuse

Langfuse

Replicate

Replicate

GitHub

GitHub

Vercel AI

Vercel AI

Our method

Expertise focused on execution and outcomes

We move in short iterations to demonstrate value quickly, secure decisions, and accelerate production rollout.

01

Targeted assessment

Fast identification of high-impact operational use cases.

02

Architecture and proof of value

Design of an AI setup tested on your data and real constraints.

03

Deployment and scale-up

Production rollout, KPI monitoring, and continuous optimization in real conditions.

Let’s discuss your project

Share your context, goals, and constraints. We will propose a clear roadmap to turn AI into operational outcomes.