#restructuring · How AI Is Reshaping Work

The Trade Desk filed an 8-K on September 3 disclosing a 15% workforce reduction, its largest layoff since going public in 2016. The cut follows an August 6 earnings report that delivered the company's first-ever guidance for a revenue decline, and a stock that fell as much as 28% that day.

Uber is cutting about 3,300 jobs, roughly 10% of its global staff, in a September 2 restructuring CEO Dara Khosrowshahi calls 「Simpler Faster Uber」. Management layers shrink 20%, one- and two-person teams get cut nearly in half, and the freed capacity is earmarked for ride-sharing, delivery, and robotaxi investment.

PagerDuty put two things in one release on August 27: ARR past $500M for the first time, and a workforce reduction of about 15%. The cut, the company said, hit non-customer-facing roles 「including support functions being automated」.

HP posted record third-quarter revenue on August 26 and raised full-year guidance. The 10-Q filed with it shows $547M already charged against a restructuring plan HP says is driven 「primarily through artificial intelligence adoption and enablement」.

At the Deutsche Bank technology conference on August 26, Intel CFO David Zinsner put the first hard numbers on Lip-Bu Tan's org compression: VPs down from roughly 450 at peak to about 200, management layers from 12 to six. His explanation was 「by the time the PowerPoints got modified to where it was getting presented to the CEO, it was an entirely different story」.

Meta's May layoff of 10% was the first half of a two-wave plan code-named Project OT. Reuters published the documents on August 26. The second wave died the night before the first one landed, after Meta's own telemetry showed its AI agents were generating code without shipping product.

Bloomberg reported the cuts on August 21 and Apple confirmed them the same afternoon. Against a workforce in the hundreds of thousands, 200 is a rounding error. The shape is the story: this is not a cost reduction, it is a headcount transfer from one roadmap to another.

Newcomer obtained the Poolside investor letter on August 21. Nvidia pays $6B to license the Model Factory, invests another $1B at a $12B pre-money valuation, and extends offers to 109 employees. Legally this is not M&A. In career terms it is a complete transfer of a technical core.

Hays booked £905.5M in net fees, down 8% like-for-like. The split is where the information is: clients still want the work done, they just will not put the person on the payroll. The company answered by exiting 74 offices and selling six country businesses.

The South China Morning Post reported on August 18 that Nokia plans to close nearly all mainland China sites in stages by year end, keeping limited after-sales. This is not a company cutting R&D. It is a company moving R&D out of a country.

Dentsu will close 70 to 80 international legal entities this fiscal year and 50 to 80 more by FY2028, taking Global HQ costs down about 30% and routing part of the savings into AI and data technology. The plan names no layoff figure.

Globant reported $614.4M in Q2 on August 13, against $614.2M a year earlier, with 2,673 fewer employees. Same revenue, fewer people, and gross margin went the wrong way: 33.9% against 35.4%.