Production-Grade AI

AI systems with the discipline most agencies skip: eval suites with 100+ test cases, per-request cost monitoring, p50/p95/p99 latency budgets, retrieval quality metrics, rollback procedures, and weekly accuracy reviews. The difference between production-grade AI and "AI demo" is the difference between a system that survives 12 months and one that breaks in 60 days. Most failed AI deployments lack production engineering.