The challenge
An engineering team wanted the productivity of large AI models without sending source code or internal data to an outside provider.
Our approach
- Deployed open models on dedicated GPU infrastructure
- Provided a familiar chat interface through OpenWebUI
- Added role-based access control so each user sees only what they should
- Containerized the stack for repeatable, maintainable operations
The outcome
Fifteen engineers onboarded to a production AI toolchain with zero data egress to third-party AI providers.