Blog
Notes from the field.
On generative AI delivery, enterprise governance, and data science education.
2026-06-01
What Actually Gets a PoC Into Production
Most generative AI proofs of concept never ship. Here's what separates the 75% that do from the ones that stall out in a demo environment forever.
Generative AIAI EngineeringEnterprise
2026-04-15
Rolling Out AI Governance Without Slowing Teams Down
Governance and speed are usually framed as opposites. Across 10+ products, the rollouts that worked treated governance as an enabler, not a gate.
AI GovernanceEnterpriseLeadership
2026-02-10
Why I Keep Coming Back to Teaching Data Science
From founding Berkeley's Data Science Modules to co-founding Girls Who Solve, the throughline in my career outside of client work has been curriculum design.
EducationData ScienceMentorship