​AI Isn't A Productivity Story, It's An Organization Design Problem

Equifax CTO Ankit Agrawal argues that AI adoption fails in large enterprises not because of technology but because operating models remain unchanged. MIT research found most AI pilots moved the needle on nothing. S&P Global reported nearly half of companies abandoned most AI initiatives. Engineering throughput has increased dramatically, but ROI remains elusive.