GILD verdict
Choose Claude when your teams will hand it whole tasks across their own documents and tools.
Before every team gets a seat, pick the plan from a pilot's measured usage and decide which connectors each team gets and which data terms apply.
Claude
AI Assistant by Anthropic
+44 PositiveFit and limits
Who it fits
- Your teams' work runs on documents, spreadsheets, decks, and Slack threads, and you want one assistant that can draft, analyze, and hand back finished files.
- You want people to hand Claude multi-step tasks: since September 16, 2026, Cowork and chat are one Claude on Pro and Max, with scheduled tasks that keep running after the laptop closes.
- Your company runs on Slack and wants a shared assistant in channels: @Claude (Claude Tag) is in beta on Team and Enterprise, billed by usage to the organization under owner-set spend limits.
- You need add-ins where the work already happens: Claude for Excel, PowerPoint, and Word on paid plans, Claude for Outlook in beta, and the Google Docs, Sheets, and Slides add-on in beta.
Where it falls short
- Claude does not generate photos or illustrations, so teams that need image generation in their decks use another tool for that step.
- Team seats carry a five-hour session limit and a weekly limit per person, and agentic work uses them faster than chat; Team has no seat with Max 20x's allowance.
- Enterprise bills every token at API rates on top of the US$20 seat, so cost follows usage and needs group and user spend limits from the first day.
- SCIM, audit logs, the Compliance API, and custom retention are Enterprise only, and custom retention does not cover Claude Design or Claude Tag.
Implementation reality
Choose the plan from a pilot
Team suits 2 to 150 people with predictable use. Standard seats cost US$25 a month, or US$20 billed annually, and carry 1.25x the Pro plan's per-session usage. Premium seats cost US$125, or US$100 annually, and carry 6.25x. Enterprise charges a seat fee plus all usage at API rates, with a 20-seat minimum self-serve and 50 sales-assisted. Under its earlier bundled pricing, Enterprise customers paid up to US$200 a seat a month, PYMNTS reported in April 2026, citing The Information. A Redress Compliance co-founder told The Information he expects heavy users' cost to double or triple. Run a pilot on Team first and read the usage analytics before choosing.
Set the data terms before anyone signs in
Free, Pro, and Max chats are used for training when the user allows it; Team and Enterprise content is not used by default. Consolidate work accounts on Team or Enterprise, verify your domain, and turn on SSO. On Enterprise, set a retention period of at least 30 days, and turn on audit logs and the Compliance API where you need them.
Enable connectors team by team
Connectors inherit each person's permissions in the connected service, and on Team and Enterprise an owner enables each one before members authenticate. Start with the read-heavy sources a team needs, such as Drive, Gmail, Slack, or Microsoft 365, and keep connectors that can change data to the teams that need them.
Decide how much Claude may do alone
Cowork asks before acting by default, works only in folders and tools people choose, and needs approval to delete. On Enterprise, cloud sessions are off by default and granted by role; on Team they are on. Set Claude Tag's organization and per-channel spend limits before tagging it into busy channels.
What to measure in your pilot
- GILD searched Anthropic's help center and Hacker News for how fast Cowork uses up Team seat limits and found no figures. Log limit hits weekly and move anyone capped twice a month to Premium.
- Anthropic publishes the Enterprise seat fee, US$20 a month billed annually with a 20-seat minimum, plus usage at API rates, but GILD found only third-party estimates of total Enterprise spend per seat. In a 30-day pilot with Cowork and Claude Tag on, export spend by user and group, then set group caps from that spread.
- GILD found no independent company-wide output study for Claude; pick two team metrics, such as tickets closed or drafts shipped, and compare the quarter before rollout with the quarter after.
Sources
- Official documentation
- 22
- Public source
- 2
- Claude pricing
- Claude Help Center: What is the Team plan?
- Claude Help Center: How is my Team plan bill calculated?
- Claude Help Center: What is the Enterprise plan?
- Claude Help Center: How am I billed for my Enterprise plan?
- Claude Help Center: How do usage and length limits work?
- Claude blog: Claude Cowork and chat are now one Claude (Sep 16, 2026)
- Claude Cowork
- Claude Help Center: Use Claude Cowork on Team and Enterprise plans
- Claude in Slack: Tag @Claude in any thread
- Claude Help Center: What is Claude Tag?
- Claude for Microsoft 365
- Claude Help Center: Use Claude in Google Docs, Sheets, and Slides
- Claude Help Center: Use connectors to extend Claude's capabilities
- Claude Help Center: Can Claude produce images?
- Anthropic Privacy Center: Is my data used for model training? (consumer plans)
- Anthropic Privacy Center: Is my data used for model training? (commercial products)
- Claude Help Center: Configure custom data retention controls for Enterprise plans
- Claude Help Center: Access audit logs
- Claude Help Center: Access the Compliance API
- Claude blog: Introducing Claude Duet (Oct 21, 2026)
- Claude Help Center: Release notes
- Center for AI Safety: A Significant Increase in Digital Labor Automation, Remote Labor Index results (Jul 1, 2026)
- PYMNTS: Anthropic Switches to Usage-Based Billing for Enterprise Customers (Apr 15, 2026)