AI Transformation of Knowledge Work

Knowledge work is where AI changes the economics of a business, not just its speed. I help leaders find the tasks AI can automate or augment, redesign roles around digital workers, and sequence the investments that show up in the P&L.

At Eightfold AI I lead workforce readiness products that help Fortune 1000 enterprises understand which tasks will be automated or augmented, how roles will evolve, and where to invest in reskilling and workforce planning. I have also made AI-assisted engineering standard practice across engineering teams.