Kodamai addresses the challenge of scaling Agentic AI and Physical AI by leveraging explainable, systematic active and causal inference. Through our innovative orchestration language, which is grounded in Category Theory, Type Theory, and Neuro-Symbolic AI, we empower organizations to deploy fleets of intelligent agents capable of executing complex workflows while interacting with their external environment. This approach  delivers both increased performance and reduced labor costs.