AI & Enterprise AI5 June 20267 min read
Most AI Stops at the Pilot. The 80% That Gets It to Production.
Enterprise AI in production is the hard 80%: RAG governance, AI guardrails, audit trails, SLA latency, and closing the pilot-to-production gap.
AI & Enterprise AI14 January 20259 min read
AI-Native Architecture in 2025: Patterns, Components & Implementation Guide
AI-native applications have moved from architectural curiosity to mature pattern. A practitioner's guide to what the architecture looks like when it's done well — and how it differs from conventional AI-augmented systems.
AI & Enterprise AI20 February 20248 min read
AI-Native vs AI-Bolted-On — A Design Distinction That Matters
Adding an AI feature is not the same thing as building an AI-native application. The distinction shows up in the architecture and in the user experience — sometimes a year after launch.