MCP Infrastructure & AI Integration

Connect your business
to the AI ecosystem

We deploy and manage MCP server infrastructure that lets your tools, data, and teams interact seamlessly with AI models. From architecture to production, we handle the complexity so you can focus on results.

I-Machine

Our approach

A structured, transparent process from first conversation to production deployment.

01

Discovery & Audit

We map your existing systems, data sources, and workflows. We identify where AI integration will have the highest impact and flag potential blockers.

02

Architecture Design

We design your MCP server topology: which tools to expose, how to handle authentication, what data flows to enable, and how to scale.

03

Build & Deploy

We implement your MCP servers, configure transports, set up monitoring, and deploy to your infrastructure or ours.

04

Test & Validate

End-to-end testing with real AI models. We validate every tool call, every data access pattern, and every edge case before going live.

05

Operate & Evolve

Ongoing monitoring, maintenance, and iteration. As your needs grow, your MCP infrastructure evolves with them.

Let's talk

Whether you're exploring MCP for the first time or ready to scale your AI infrastructure, we'd like to hear from you.

Based inFrance
Working withClients worldwide

Ready to get started?

Send us an email describing your project and current infrastructure. We'll get back to you within 24 hours with an initial assessment.

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