Real Production AI

Own your intelligence. Seven pillars of a production AI system — what you own, the current standard with real numbers, the one signal it's working, and what…

• Context & memory — Retrieval hit-rate on a golden query set — measured separately from answer quality.
• Agent harness — Task completion rate per route, with the step-cap-exhausted rate tracked beside it.
• Model layer — Time-to-switch: how long a full provider migration would actually take, rehearsed at least once.
• Governance — Percentage of side-effecting actions that passed a check outside the model. The target is 100%.
• Quality & cost — Golden-set score and p95 cost per request, on the same dashboard, tracked per release.
• Feedback loop — Failures converted into permanent eval cases per week — the honest measure of whether you're compounding.
• Portability — Rehearsed time-to-switch for model, vector store, and cloud. If nobody knows the number, it's large.