AI productivity gains require redesigning work, McKinsey's Harrysson says

Nov 2, 2026 · Issue 14 · 3 sources, 4 articles

McKinsey's Harrysson says only 20–25% of enterprises achieve 2x gains from AI coding, so the operating model and pod structure need to change. A Newsweek opinion piece also says redesigning work is the key.

Who is affected and how

középvezető

Must redesign teams' workflows, not just hand them a tool.

Narrative: AI is a leadership, not a technological, issue

Sources

• McKinsey's Harrysson: Only 20-25% of Enterprises Hit 2x Gains From AI Coding — BigGo Financefinance.biggo.com · Nov 8, 2026
• AI Productivity Starts With Redesigning the Work | Opinion - Newsweeknewsweek.com · Nov 2, 2026
• Why AI transformation starts with redesigning workbusinessinsider.com · Nov 5, 2026

Machine-generated summary based on the titles and excerpts of the source articles. The facts come from the linked article.