AI models are rapidly commoditizing. The real advantage now is AI orchestration: memory, verification, safety guardrails, and workflow design. Learn a practical framework to build reliable AI systems.
Learn why optimizing for AI token consumption is a vanity metric, how friction drives token waste, and how teams can improve token efficiency with MCP, managed agents, and lower-friction AI infrastructure.
Enterprises will deploy agent fleets, creating new challenges in governance and orchestration. Winners will build efficient, secure, scalable AI infrastructure.