Our Vision
Turning the enterprise into an AI-augmented organization — one modular platform that connects brains, capabilities and agents, without ever giving up control of your data.
MCP is a modular enterprise-AI platform: a single foundation that brings together the brains (AI models), the capabilities (business tools) and the agents (AI that reasons and acts) — at the service of every team, while keeping data in-house.
An organization, augmented
To make the architecture tangible, read it as a living organism: a nervous system that distributes work, brains that think, and capabilities that get things done.
The cranium — AI Hub
The brains. It manages several AI models and picks the right one per task: on-premise (private, free to run) or premium (Claude, Copilot) for the toughest work.
The spine — MCP Server
It carries everything and keeps the body upright: real-time orchestration, plugins loaded on the fly (no downtime), and access control (RBAC).
The hands & feet — plugins
The capabilities that actually do the work. Each plugin adds ready-to-use tools that agents discover and combine: dev, quality, tender watch, finance, HR, knowledge…
The heart — your data
Sovereign by design: information is stored in-house and never has to leave the company. Interfaces (desktop & web) are how people speak to the body.
The value loop
A single pattern, repeatable across every domain — here applied to "Find the relevant public tenders and analyze the most promising one."
1 · Ask
A collaborator states the goal from the interface.
2 · Delegate
The server hands the task to an agent in the AI Hub.
3 · Reason
The agent reserves the right brain — local for triage, Claude for deep analysis.
4 · Act
It chains capabilities: fetch the tenders, extract the content, analyze the best one.
5 · Deliver
A synthesis and a Go/No-Go recommendation come back — data stays in-house.
Why it matters
Sovereignty & on-premise
AI and data can run entirely in-house: confidentiality, compliance, and no forced dependency on the cloud.
Multi-LLM, cost-aware
Choose the right brain for the stakes: local (free, private) or premium (Claude/Copilot) where it counts.
Extensible by plugins
A new need becomes a new plugin, added live — no platform rewrite. ROI compounds with every capability.
Autonomous agents
Beyond the chatbot: agents that reason and execute complete tasks by combining the company's capabilities.
Capabilities already in production
Dozens of capabilities are live today, and the catalogue keeps growing.
Want to see the platform applied to your own use cases?
Talk to us →Explore the building blocks: MCP Infrastructure · AI Hub · Plugins