Apple Cuts Engineer AI Budgets From $300 to $200 Per Day

Apple has cut daily AI token budgets for certain engineers from $300 to $200, and sources tell Bloomberg the cap could drop as low as $100 for some engineering teams, according to a November 4 Bloomberg report. In many other departments, where daily AI spending is already capped at $100, Apple is weighing a reduction to $25 for certain teams.

The spending limit is measured in tokens—units of AI usage that represent fragments of text or data processed by AI systems. A $25 daily cap would be a 75% cut from the $100 ceiling those departments operate under today.

What does the cut signal?

The move comes as Apple keeps pressing engineers and other employees to use AI more in day-to-day operations. The company says it remains committed to deploying AI to boost efficiency, even as it trims the budgets that make that usage possible.

The contradiction reflects a broader trend across the tech industry: companies are struggling to justify their outsized spending on AI. After pushing employees to adopt AI tools, many tech employers are grappling with the fact that those investments have not yielded the productivity gains they anticipated, according to the report.

How are employees reading the move?

Some Apple employees believed many people weren't using the full $300 limit and that it was higher than needed, Bloomberg reports. Others see it differently: they view the cut as a sign that Apple is looking to reduce costs—and that the company could resort to layoffs.

That fear is not idle. Bloomberg reports that Apple is already taking steps to streamline operations, and recently appointed CEO John Ternus is advocating for reducing layers of management. Amazon has pursued a similar flattening over the last year.

The efficiency drive and the layoffs anxiety are now inseparable. A company that trims AI budgets while trimming management layers is signaling something clearer than any statement about commitment to AI.

Is Apple alone in tightening AI budgets?

No. Uber exhausted its annual AI budget in a matter of months, leading the company to cap monthly spending at $1,500 for each AI coding tool. Meta, Microsoft, and Tesla have all imposed token limits on their employees, Bloomberg and Fast Company report.

The pattern is consistent: mandate AI adoption, then ration it once the bill arrives. What none of these companies have disclosed is whether the rations reflect measured productivity—or simply sticker shock.

What about jobs?

Beyond AI spend, the fear of layoffs looms large across the tech industry. A steady stream of employers have trimmed headcount in the last year due to AI investments—either to offset exorbitant AI spending, or because AI has enabled them to cut back on certain jobs.

A number of companies, including Microsoft, have offered workers voluntary buyouts, presumably to stave off forced job losses or avoid the negative attention associated with major layoffs.

Fast Company reported this week that some workers have started to worry about AI being used to select employees for layoffs as companies shed jobs and reshape their workforces.

In plain words: companies are demanding more of their employees, but with less support—human or otherwise. The question Apple's engineers will be watching is whether a $100 token cap is the floor, or a waypoint on the way down to $25.