About CUI Labs
We build Bee — a domain-specialized intelligence engine for professionals who need precise, grounded, and continuously improving AI.
Our Mission
General-purpose LLMs are impressive but imprecise. They hallucinate, lack domain depth, and cannot learn from your corrections.
Bee takes a different approach: small, specialized models with domain-specific LoRA adapters, document grounding via RAG, and a feedback loop that turns every interaction into training signal.
The result is an AI that gets better at your specific domain over time — not a frozen snapshot of the internet.
Precision First
Domain-specific adapters for grounded, accurate responses.
Continuous Learning
Feedback-driven retraining. Your corrections make Bee better.
Open Core
Apache 2.0 inference, training, RAG. Build freely.
Privacy-First
Self-host for complete data control. No cloud dependency.
The Team
CUI Labs is a small, focused team building the next generation of domain-specialized AI.