How to connect AI usage to business value
OpenAI explained how ChatGPT Admin Console analytics link AI usage, spend, and Codex contributions to business outcomes.
OpenAI published guidance describing analytics features in the ChatGPT Admin Console that combine usage, credit, and token data across ChatGPT Work and Codex. The Insights task classifier groups messages into use cases such as software engineering and sales research, while an Outcomes view tracks Codex contributions to merged commits and lines of code. An Admin plugin and Admin API let teams automate reporting and combine AI analytics with business metrics like ticket resolution time or revenue.
- Usage view aggregates active users, credits, and token spend across ChatGPT Work and Codex
- Insights task classifier groups sampled messages into use cases and task-level breakdowns
- Outcomes view tracks Codex contributions to merged commits and lines of code over time
- Admin plugin and Admin API enable automated reports tied to business-system metrics
From the original article
6 min read at openai.com
Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.
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