McKinsey Quarterly: AI has changed work, now it must change the organization

By McKinsey & Company (Alexis Krivkovich and Ulf Schrader, global leaders of the People & Organization practice) · Mon, 12 Oct 2026.

The email introduces a new McKinsey Quarterly article titled «AI is changing work. Now it has to change the organization». The body of the message is very short and contains only the article's standfirst, without going into its content, so this summary is limited to what the email states.

The central thesis: the first phase of enterprise AI put powerful new tools in people's hands. According to McKinsey, capturing the larger opportunity offered by agentic AI will require leaders to rethink the very shape of the organization, that is, moving beyond adopting individual tools toward organizational redesign.

The article is promoted with the hook «Unpack 4 shifts for AI reinvention». The email does not say what those four shifts are, so they cannot be specified here.

As related reading («Also Consider»), the email recommends two pieces: «The state of AI in 2026: On the road to ROI» and «From adoption to impact: Three horizons of AI transformation». Their titles suggest a focus on return on investment and on phased transformation, although the email provides no data or figures for either.

For industry context, the debate over agentic AI in business has broadly moved on from experimenting with assistants and copilots to the question of how to redesign processes, roles and structures so that autonomous agents can work alongside people. The email fits that trend but offers no figures or specific cases.