SeatGeek's company-wide ChatGPT rollout spawned 300 IT tickets on day one

aakashgupta · x · 2026-10-01

Citing a Serval case study, the author notes SeatGeek's company-wide ChatGPT launch triggered 300 IT requests on day one, with 60% of employees filing tickets by day three — while 406 Claude licenses were provisioned with zero human touches.

His core argument: the tool is the easy part; adoption generates operational work (licenses, access, approvals, per-team workflows) faster than teams can hire. He predicts "Automation Engineer" will outlast prompt engineering because it runs on knowledge about the company — who approves access, which steps legal refuses to skip — knowledge models can't absorb, unlike prompt knowledge that the models themselves absorbed.

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