Compact Labs builds computation-specialized AI models for environments where accuracy, speed, security, and control matter. Our models plug into existing systems to handle optimization, forecasting, logistics, and other high-value operational computation. They can run privately with low latency, reduce reliance on costly LLM inference, and provide a trusted decision layer beneath existing AI tools. The result is higher-fidelity outputs, predictable economics, and intelligence companies can own.