Architecture

Fit AI into enterprise architecture-not around it.

Oitools.ai STUDIO creates a controlled boundary between AI experiences and the operational systems they need to use.

AI tools using the platform

Enterprise MCP platform

Oitools.ai STUDIO

Your enterprise systems

Existing ERP roles and API management remain the final enforcement point — Oitools.ai STUDIO governs what AI can discover and do above them.

Logical request flow

A user works in an approved AI assistant or application.
The MCP client connects to Oitools.ai STUDIO.
Oitools.ai STUDIO validates identity and client context.
Oitools.ai STUDIO exposes only the tools allowed for that context.
A selected tool is validated and checked against runtime policy.
Oitools.ai STUDIO obtains or applies the appropriate downstream credential.
The approved enterprise API executes the operation.
Oitools.ai STUDIO returns a controlled result and records operational/audit data.

The right model for your environment is scoped in a technical review.