ChatGPT Work and Codex analytics are intended to connect usage and spending with training needs and business outcomes.
OpenAI says its ChatGPT Work and Codex analytics can help teams understand how employees use AI and how much that use costs. The company also says the tools can identify training needs and connect AI adoption with business outcomes.
For managers, that points to a way to review workplace AI programs using more than access counts. Teams could examine usage and spending, identify where workers need support, and assess whether adoption relates to useful results for the organization.
OpenAI’s announcement does not explain which metrics the analytics use or how they calculate usage, spending, training needs, or business impact. It also does not provide customer examples or independent validation of those measurements.
The announcement does not establish whether the analytics are generally available, being piloted, or already deployed at customer organizations. Pricing and access details are also not provided.
Teams considering the tools should first confirm availability and ask OpenAI how its analytics define and measure business value. The announcement describes a way to assess AI adoption, but it does not by itself show that using these tools—or adopting AI—improves business results.