real operational feedback and enterprise context. The company embeds engineers within client organizations to build and deploy these agent systems, integrating reinforcement learning, model specialization, and secure enterprise environments. Its goal is to give companies proprietary AI systems that are tailored to their specific operations rather than relying on general-purpose models.