Design governance, evaluation, and orchestration systems that route tasks across heterogeneous AI models while balancing cost, latency, and reliability.
Intelligent routing transforms a collection of models into a coherent AI capability. By methodically mapping strengths, building rigorous evaluations, engineering adaptable controllers, and instituting governance, organizations unlock resilient, high-performing experiences. The portfolio mindset balances innovation with stability—each new model becomes a strategic asset only when the routing system can harness it responsibly. Apply the frameworks in this lesson to keep your AI platforms agile, compliant, and trusted as the model landscape continues to fragment and evolve.