Executive briefing: Production AI Architecture

Central proposition. By 2026 the frontier models have converged on capability for the median enterprise workload, and the evidence reviewed here indicates that production AI quality is shaped more by architectural composition than by model selection. The same model in a well-architected system and in a naive pipeline produces materially different outcomes.