AI progress is uneven. Models show stunning capability in some domains and fail completely in others. The real challenge beyond building new models is building the systems that allow AI to work inside real organizations.
20 years scaling cloud and AI platforms at two of the largest enterprise technology companies in the world. I've led product strategy, GTM operations, and consumption growth programs across billion-dollar cloud portfolios and global field organizations.
I write about AI infrastructure, enterprise platform strategy, and what it actually takes to get from pilot to production. I also work with a small group of women on strength training and career development — same principles: progressive overload, feedback loops, disciplined growth.