ChatGPT Review: What to Settle Before Rolling It Out Across Teams

Choose the plan by the controls you need

Business costs US$20 per user per month billed annually or US$25 monthly for Standard seats, with SAML SSO, MFA, and no training on workspace data by default. Enterprise adds SCIM, Enterprise Key Management, role-based access, the Compliance API, IP allowlisting, admin-set retention, and data residency in ten regions. Pick Enterprise when those controls are requirements.

Mix seat types to the work

Business Premium seats cost US$100 a month on annual billing or US$125 monthly and include five times the Work and Codex usage of Standard seats, with no five-hour limit. Give Premium to the people who run long Work tasks, and keep everyone else on Standard.

Put limits on credits before usage grows

On Business, monthly credit limits by seat type and per user are unset by default, and automatic reload has no monthly cap unless you enter one. On Enterprise, the shared credit pool pauses advanced features when it runs out unless overages are enabled. Set the overage limit to zero to block new credit use. OpenAI reports that first-time Work adopters in Marketing added about US$53 a year in credits at the median, US$309 on average, and US$1,154 at the 90th percentile. A few heavy users drive the average, so set per-user limits from your own pilot's spread.

Plan enablement as part of the purchase

OpenAI's admin guidance starts with a limited group and a workflow you can evaluate. It prepares champions and support teams before launch and tells users to check outputs and important claims before sharing them. Name an owner for that work before seats expand, then review usage, feedback, and credit consumption before widening access. Judge the pilot on measured output. An NBER study of Danish surveys and administrative records found workers reporting productivity benefits from chatbots. It ruled out effects on earnings or recorded hours larger than 2% two years after ChatGPT launched.