JPMorgan caps Claude at $2,000 a month for some engineers

JPMorgan's move comes after months of carefully tracking engineers' AI usage. In June, Zachery Anderson, chief data and analytics officer in payments, said at a tech event that some employees were "spending more on tokens than their salary," though there was no firmwide effort to scale back usage. On the bank's second-quarter earnings call in July, CFO Jeremy Barnum said token expenses were at that point "trivial" but that the bank was forecasting meaningful acceleration in the second half of the year.

The $2,000 limit arrives alongside Devspace, a new coding architecture that moves some developers from running Claude directly on their desktops to a contained server environment. In April, Pat Opet, JPMorgan's global chief information security officer, said it is risky to put powerful AI tools on the same desktops that hold emails and sensitive files, and described a goal of agents having "no entitlements." JPMorgan declined to comment on the specifics of token limits or its cost strategy, but a spokesperson said the bank approaches AI with discipline and ties costs to measurable business value.

The test for JPMorgan is whether this controlled architecture can scale across its engineering ranks without slowing the work that has made it a first mover in AI on Wall Street. Much remains undecided, including when or if all Claude-using engineers will move fully into Devspace.