Assiduity AI provides a Runtime Control Interface for Enterprise AI, acting as a standard interface where obligations are declared, behavior is enforced, and audits are produced during AI generation. It aims to create the control plane above the model layer, standardizing runtime contracts, enforcement, telemetry, and audit across various AI providers. The company positions itself as the durable layer enterprises trust to control any model.