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Latest Writing

AI Built the App: Microsoft Fabric Made It Possible; Rayfin Taught Us About Performance

Lessons from turning an AI-generated prototype into a production-ready Microsoft Fabric application. Learn how architecture, query optimization, and workload orchestration—not AI-generated code—determine performance at enterprise scale, with principles that apply across AI coding tools, programming languages, and technology stacks.

Connected Intelligence: The Operating Model for an AI-First Enterprise

Introducing Connected Intelligence—a new operating model that transforms institutional knowledge into reusable enterprise capabilities, connecting people, processes, data and AI through a continuous enterprise learning loop.

The Enterprise AI Hypothesis: What if Business Processes Become the Primary Artifact?

A deep dive exploring why enterprise generative AI frameworks should prioritize explicit organizational business processes over standard raw database tables, APIs, or semantic layers.

Conformed Dimensions: Why They Matter More in an AI-first Enterprise

Analyzing the modern architectural impact of Ralph Kimball's classic EDW Bus Matrix framework as the indispensable grounding baseline to eliminate structural hallucinations in multi-agent networks.