Explore evidence-led notes on where AI should run, what agents need after the demonstration, and how technical mechanisms change workflow economics. Claims are bounded to their workload and evidence.
Use this nine-row workload-placement matrix to decide when one enterprise AI workload belongs on a managed API, self-hosted infrastructure, or a deliberately bounded hybrid path. It turns data, capability, latency, demand, operations, exit cost, and control evidence into hard gates instead of a single weighted score.
