Draft

Human-First AI Systems

Why the best automation still respects the human rhythm.

This is a placeholder draft. The final version will share how I think about AI systems that help people do better work without removing their agency. Good automation reduces friction, but great automation amplifies judgment.

In the first version, I will cover how I approach AI readiness, the role of knowledge management, and how to design workflows that teams actually adopt.

Want this expanded next? Message me on LinkedIn.