AI consultancies shipping LLMs internally lack proper validation, regression testing, and release control. Most rely on scripts and manual checks, making deployments risky and hard to reproduce.

Uni Trainer is a local-first validation and deployment platform for internal LLM teams. It benchmarks models, detects regressions, enforces release gates, and tracks performance - all on-prem.

Built for teams that need reliability, auditability, and control beyond prompt engineering and APIs.