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How Oracle turns days of work into minutes with ChatGPT and Codex

Collected Oct 8, 2026

OpenAI published an account of how Oracle applies ChatGPT Work and Codex across three areas of its business: recruiting, engineering, and operations. According to the headline and excerpt, the result is that work which previously took days is now completed in minutes.

The description centers on converting specialist knowledge into fast, repeatable workflows. No specific figures, versions, pricing, availability dates, or named benchmarks are given, and no Oracle or OpenAI employees are quoted in the material available.

The two products named are ChatGPT Work and Codex. Codex is a coding tool, while ChatGPT Work is described in the headline as being used alongside it; the source does not detail how either is deployed inside Oracle or what limits apply.

Why it matters: the account identifies recruiting, engineering, and operations as the functions where Oracle has moved specialist knowledge into repeatable workflows, which is the kind of change that affects how teams in those areas organize day-to-day tasks. Beyond the stated shift from days to minutes, the material does not say what tooling, access, or constraints developers and product teams would need to reproduce it.

Read at OpenAI News

Based on reporting from the original publisher. Visit the source for full context and later updates.

Publisher excerpt

Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.