Adaption Labs is an artificial intelligence company that develops systems designed for real-time adaptation and continuous learning, aiming to reduce computational overhead and energy consumption compared to traditional AI methods. The company focuses on creating cost-efficient AI models for enterprise deployment, particularly for use cases requiring low latency and strict compute budgets. They offer an adaptive AI module built on malleable datasets and a gradient-free system.