This week, read our way.

A weekly signal from the self-management world, chosen and framed by Perry Timms.

Last Thursday, from its own stage in London, Gartner priced the Great Flattening: 75 percent of organizations that cut middle management because of AI will rehire at least half of those roles by 2028. Read that twice, because everything that happened this week argues with it. A major grocer announced three thousand corporate cuts citing layers and handoffs. The biggest HR system of record started shipping agents that finish work on their own. And the one independent dataset built to referee all of this lands on a New York stage next Tuesday. If you advise anyone on org design, this is the week the rehiring bill became quotable.

1. 37%of corporate roles, cut over three years
   ArticleThis week

   Kroger cuts 3,000 corporate roles citing "more layers, more handoffs and more overhead than we need"

   Grocery Dive · 12 October

   CEO Greg Foran told employees that roughly 3,000 of 8,200 corporate positions go over three years, naming excess layers and handoffs as the diagnosis and leaning on AI to remove duplicative work, which makes grocery the latest industry to announce flattening in org-design language while running it as a cost program.

   Why it matters Put Kroger next to Gartner’s 75 percent rehire prediction and you have the week’s client conversation in one line: redesign the coordination work before cutting the coordinators, or pay for the roles twice.

   Read at source
2. 5,000customers already run its Deployment Agent
   ArticleThis week

   Workday ships Autopilot agents that "get the work done on their own", with people pulled in only for judgment

   Workday Newsroom · 13 October

   Four Autopilot agents for talent acquisition, payroll, accounting and deployment move Workday from systems that record work to agents that finish it, with the company’s own framing that humans enter exactly where their judgment makes the difference, and general availability set for early 2027.

   Why it matters When the system of record decides which moments need human judgment, that is a decision-rights redesign arriving by software update; clients should map those judgment points deliberately before the vendor defaults do it for them.

   Read at source
3. 11%of firms can forecast AI costs within 10 percent
   EventUpcoming

   Next Tuesday in New York: the AI Pulse debuts, and its co-author has already tipped his hand

   Charter Workplace Summit · 21 October, virtual is free

   Brian Elliott previewed the terrain on his own newsletter this week (only 11 percent of firms can forecast AI costs within 10 percent, 75 percent of HR professionals made AI-related cuts and 90 percent would reconsider) before presenting the full Charter AI Pulse, built on surveys of 5,000-plus workers, at 9:40 on a stage that also hosts "The Future of the Middle Manager" at 2:00.

   Why it matters Register for the free virtual track and arrive with a position: this radar’s evidence says the AI gains come with a coordination bill, and the Pulse will be the dataset everyone quotes in November.

   On the radar
4. 20 Octpublication day, Portfolio
   BookUpcoming

   Monday: Ethan Mollick’s Co-Existence arrives, the book your clients will quote by November

   Penguin Random House · out next Monday

   The Co-Intelligence follow-up argues the future of AI at work is defined by interaction rather than replacement, with practical guidance on preserving human judgment and autonomy alongside systems that sometimes exceed human capability, which lands squarely on the question every item above raises.

   Why it matters Read it the week it ships: the "preserve judgment and autonomy" vocabulary will be in your clients’ mouths within a month, and it is this practice’s home ground.

   Read at source

One number to carry: 75 percent of AI-driven middle-management cuts get at least half rehired by 2028, per the firm whose predictions boards actually read. One registration: Charter’s virtual track is free, and the AI Pulse debuts Tuesday at 9:40. One read for the commute: Co-Existence, out Monday. That is the week ahead. More next Monday.

Perry Timms

Rotating CEO, Semco³