Writing from the practice.

Positions we have arrived at through engagement, not observation.

Enterprise AI Adoption in Regulated Industries: What the Literature Gets Wrong

Most thinking on AI adoption in healthcare, finance, and government treats regulation as an obstacle. It is not. It is a design constraint, and design constraints are where good architecture begins.

Artificial Intelligence3 min read

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The Case for Operational Diagnosis Before Digital Transformation

Organizations that begin digital transformation programs without a thorough operational diagnosis produce expensive, technically correct systems that serve the wrong purpose. This happens with remarkable consistency.

Enterprise Transformation3 min read

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