17 Feb 2025 · 4 min read
AI workforce transformation: lessons from 2011 and the challenges of 2025
There are striking similarities between AI-driven workforce transformation in 2025 and the governance of enterprise IT shifts I helped navigate in 2011, revealing why structured workforce planning, upskilling, and role evolution are more critical than ever.
