A short reference for getting up to speed on the three companies whose AI tools dominate higher-education deployments in 2026. Four pages: value to each campus group, what students are already building, and the cost and peer-institution adoption for each provider.
Institutional-scale figures. Per-user/month rates and deal structure on the providers page.
2026's AI landscape is, in practice, the work of three companies. Each ships enterprise-grade education tools today. None is interchangeable; each fits a different kind of student work.
Adoption patterns at peer institutions trend toward all three — different providers for different tasks — rather than picking a single winner.
Strength: agentic execution. Flagship: GPT-5.5 (April 2026)1. Workspace Agents run multi-step workflows inside Salesforce, Slack, HubSpot2.
Different institutional shapes — universal MBA seats, single-lab campus-wide deals, system-wide rollouts — but each of the three providers has at least one elite peer institution deploying it at scale.
Wharton put ChatGPT in every MBA student's hands8; Oxford rolled out to all staff and students9; CSU reached 460,000+ students10.
These are descriptive observations, not arguments. Each is sourced.
Each provider offers an institution-grade product with SSO, Workspace/Office integration, and data-isolation guarantees standard.
The three pages that follow are the rest of the reference: value to each campus group, what students are already building, and the cost and peer adoption for each provider.