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After four decades working where enterprise architecture meets mission risk, I keep seeing the same thing: AI rarely fails in the lab. It fails in the last mile, the gap between a pilot that impresses and a system people actually use every day. So, I wrote the paper I wish someone had handed me years ago. Enterprise AI Transformation: A Practitioner's Framework for Crossing the Last Mile is a tool-agnostic field guide, not a vendor pitch. It's practitioner-to-practitioner: the architecture, the governance, and the human dynamics that decide whether AI becomes real. Inside you'll find a seven-layer control model for production AI, a data-readiness and data-migration playbook, how to match each task to the right technique (and right-sized model), what to do about model drift, and the organizational traps nobody puts on a slide, from the "management inspection trap" to shadow IT and quiet deskilling. Every section ends with steps you can run this week. No multi-year program required, just

After four decades working where enterprise architecture meets mission risk, I keep seeing the same thing: AI rarely fails in the lab. It fails in the last mile, the gap between a pilot that impresses and a system people actually use every day. So, I wrote the paper I wish someone had handed me years ago. Enterprise AI Transformation: A Practitioner's Framework for Crossing the Last Mile is a tool-agnostic field guide, not a vendor pitch. It's practitioner-to-practitioner: the architecture, the governance, and the human dynamics that decide whether AI becomes real. Inside you'll find a seven-layer control model for production AI, a data-readiness and data-migration playbook, how to match each task to the right technique (and right-sized model), what to do about model drift, and the organizational traps nobody puts on a slide, from the "management inspection trap" to shadow IT and quiet deskilling. Every section ends with steps you can run this week. No multi-year program required, just

Enterprise AI Transformation

A Strategic Guide to Reducing ERP Training Through Better Process Design

A Strategic Guide to Reducing ERP Training Through Better Process Design

Training Is Not the Answer: Redesigning ERP Enablement for the SAP S/4 HANA Era

Modernizing Naval Data Infrastructure: NAVSUP’s Strategic Migration from IBM Netezza to Yellowbrick

Modernizing Naval Data Infrastructure: NAVSUP’s Strategic Migration from IBM Netezza to Yellowbrick

Modernizing Naval Data Infrastructure: NAVSUP’s Strategic Migration from IBM Netezza to Yellowbrick

Enabling a Clean SAP S/4 Upgrade: Removing Legacy Customizations and Leveraging Mendix for Low-Code Extensions

Enabling a Clean SAP S/4 Upgrade: Removing Legacy Customizations and Leveraging Mendix for Low-Code Extensions

Enabling a Clean SAP S/4 Upgrade: Removing Legacy Customizations and Leveraging Mendix for Low-Code Extensions

Enabling Scalable, Secure Analytics Through Tableau Integration

Enabling Scalable, Secure Analytics Through Tableau Integration

Enabling Scalable, Secure Analytics Through Tableau Integration

Strengthening Data Foundations for the Department of Defense

Strengthening Data Foundations for the Department of Defense

Strengthening Data Foundations for the Department of Defense

Accelerating ERP Reporting and Insights with a Data-Centric Approach

Accelerating ERP Reporting and Insights with a Data-Centric Approach

Accelerating ERP Reporting and Insights with a Data-Centric Approach

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