Claude Tag: Anthropic turns Slack into a permanent home for your artificial teammate

Anthropic has launched Claude Tag, a product that places its AI model inside Slack as a permanent, shared team member. Unlike earlier AI integrations, Claude Tag is not a chatbot that answers individual questions. It participates in channels, remembers past conversations, takes on tasks autonomously, and proactively flags information it considers relevant. The product is available today in beta for Claude Enterprise and Team customers.

Anthropic reports that 65% of its own product team’s code is now created using an internal version of Claude Tag. The company also uses it to handle support tickets, track product metrics, and investigate technical issues.

How Claude Tag works in practice

Any team member in a connected Slack channel can type @Claude to assign a task. Claude then breaks the task into stages, completes them using the tools it has been given access to, and reports back in a Slack thread. It runs on Claude Opus 4.8.

Four features set Claude Tag apart from previous AI tools in Slack:

• Multiplayer mode: One shared Claude instance interacts with everyone in a channel. All participants can see its activity and continue from where a colleague left off.
• Persistent memory: Claude builds context over time by following channel activity. Users do not need to re-explain projects from scratch.
• Ambient monitoring: When enabled, Claude proactively surfaces information it considers relevant and follows up on unresolved threads or tasks.
• Asynchronous work: Claude can pursue projects independently over hours or days, allowing team members to delegate and move on to other priorities.

Controls and costs

Administrators configure separate Claude identities for different channels and use cases. A Claude set up for legal work has no access to engineering data, and vice versa. Memories stay scoped to the channel they were built in.

Administrators can set token spend limits at both the organisation and channel level. They also have access to a full log of every action Claude has taken, including which user made each request. This audit trail is designed to meet the compliance needs of larger organisations.

Pricing beyond the token-spend model has not been published. For a product that monitors channels continuously and works asynchronously over extended periods, token consumption could be substantially higher than with on-demand AI tools. Anthropic has not provided detailed figures.

Claude Tag replaces the existing Claude in Slack app. Administrators have 30 days to opt in to the migration. Anthropic says it will provide introductory launch credits to eligible Enterprise and Team organisations.

The market

The launch places Anthropic squarely in competition with several other players. Salesforce has added more than 30 new agentic capabilities to its Slackbot. OpenAI introduced Workspace Agents for Slack in April. Perplexity and Cognition’s Devin also offer Slack-based agent integrations. The underlying logic is consistent across all of them: the AI system that becomes the default presence in the communication layer where work is coordinated gains a significant advantage in both reach and data.

For content professionals and other non-technical teams, Claude Tag introduces a fundamentally different relationship with AI tools. Instead of opening a separate application or starting a new conversation, teams can assign work directly inside the platform they already use. The tradeoff is a deeper dependency on a single vendor and new questions about how to govern an AI system that monitors team communications by design.

Anthropic says it will expand Claude Tag beyond Slack over time, though no timeline has been announced.

Sources

• Anthropic launches Claude Tag, replacing its Slack app with a persistent AI teammate that learns, monitors and works autonomously – VentureBeat
• Anthropic rolls out Claude Tag, your new agentic AI coworker in Slack – ZDNET
• Introducing Claude Tag – Anthropic