Anthropic just put a number on something a lot of us suspected: AI’s real foothold in the enterprise isn’t poetry or Python — it’s the soul-crushing admin. An analysis of 1.2 million anonymized Claude Cowork sessions from late May 2026 shows that 33.4 percent of usage falls into “Business process and operations,” with another 16.4 percent going to content creation. That’s basically half the pie dedicated to the stuff nobody puts in their job title.
Business ops covers the connective tissue of office life — pulling status updates into a coherent report, building onboarding checklists, reconciling spreadsheets. Content creation means slide decks, blog drafts, and proposals. Anthropic calls this “the work around the work,” and that framing is dead-on. These tasks are rarely anyone’s stated mission, yet they eat enormous chunks of the calendar.
Software development, meanwhile, clocks in at just 8.7 percent. That’s not because developers are ignoring Anthropic — they’re just using Claude Code for the technical heavy lifting and hopping into Cowork for the communication bits that orbit their actual projects. The pattern mirrors what happened after Claude Code’s 2025 launch, when non-technical users started poking around the terminal to organize folders and write formulas. Cowork is designed for everyone else who found that interface impenetrable.
The taxonomy isn’t perfect, and Anthropic admits it. There’s no separate bucket for marketing, finance, or HR — functions likely absorbed into that dominant Business Ops category. The sample also caps sessions per hour, so peak usage is underrepresented, and about five percent of sessions are personal hobbies rather than work. Still, the signal is hard to ignore. The blank screen remains the first hurdle for most knowledge workers, and a tool that turns scattered thoughts into a first draft — whether a legal filing, interview summary, or tough internal announcement — is finding its audience not among the visionaries, but among the people who just need to get through Tuesday.
