Commercial cluster
Start with the environment you already operate.
This comparison does not name an overall winner. It asks which workspace, minimum commitment, data path, and review model fit the job you selected.
| Product | Likely fit | Verify before purchase | Source |
|---|---|---|---|
| ChatGPT Business | A team wants one shared workspace for drafting, research, analysis, coding, and repeatable internal assistants. | Confirm which seat type, admin control, connector, retention, and model access your use case requires before purchase. | Official documentation |
| Claude Team | A team wants a shared Claude workspace with projects, knowledge bases, collaboration, and centralized administration. | Anthropic documents a five-member minimum for Team. Confirm current regional availability, plan limits, and separate Claude Code terms. | Official documentation |
| Microsoft 365 Copilot Business | The business already works in Microsoft 365 and wants AI assistance governed through that environment. | An eligible Microsoft 365 business subscription is required. App availability and agent charges vary by license and market. | Official documentation |
| Google Workspace with Gemini | The business already runs on Gmail, Docs, Sheets, Drive, and Meet and wants assistance inside those workflows. | Feature and language availability varies. Review admin controls and the exact Workspace edition before rollout. | Official documentation |
Four questions before a demo
- Which repeated job and accountable owner are in scope?
- Which files, messages, systems, or customer records will the tool access?
- Which purchased plan provides the controls and capacity the pilot needs?
- What evidence will cause the business to continue, change, or cancel?