OpenAI adds task and outcome views to ChatGPT Work and Codex analytics
OpenAI has outlined Admin Console analytics that connect ChatGPT Work and Codex usage with task categories, spend and engineering outcomes. The views can guide training and cost decisions, but activity is not proof of business value. Administrators still need a baseline, quality checks and operational context before claiming a return on investment.