OpenAI · October 8, 2026 · 1Cifer
Oracle turns days of work into minutes with ChatGPT
Oracle has shown how it uses ChatGPT Work and Codex across recruiting, engineering and operations. The idea is to take what a few specialists know and turn it into fast, repeatable workflows. Tasks that used to take days now take minutes.
What matters here is repeatability, not speed alone. Once an expert's experience is written down as a clear process, other employees can use it too, and the result no longer depends on who happens to be at their desk. The approach is not tied to one department: it works for recruiters, engineers and operations teams alike.
Pick two or three tasks that only one experienced person on your team can do well, and map the most time-consuming one step by step. Once it is written down, an agent can run it: in 1Cifer, agents handle recurring processes by a set procedure and send the manager a summary.


