Writing

What is actually working at the intersection of life sciences commercialization and AI.

I write about life sciences commercialization from the operator's seat. AI is how the work is changing.

Practitioner-level. No trend-watching.

What I write about

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Where AI fits in how marketing teams actually run. Not theoretical. I embedded AI into 50% of Novartis marketing operations across 4 therapeutic areas and 10 brands. I write about what that taught me and what it means for teams building commercial capability today. Read this pillar →

Not on a schedule. Only when I have something worth reading.