Anthropic Launches Claude Tag, Bringing AI Agents Into Slack

Claude is no longer waiting patiently in a separate chat window. Anthropic now wants teams to bring its AI assistant into Slack the same way they would tag a coworker.

Anthropic introduced Claude Tag, a beta feature for Claude Enterprise and Claude Team customers that lets employees tag @Claude in Slack channels, assign tasks, and let the AI work with approved context from conversations, tools, data, and codebases.

The rollout also puts familiar enterprise questions in the foreground, including access controls, activity logs, spending limits, and whether AI agents can help distributed teams move faster without adding compliance risk.

Claude Tag starts inside Slack

Anthropic announced that Claude Tag is starting in Slack because the platform is a “natural home for collaborative work between teams and AI.”

Employees can tag @Claude with a request in simple language, and the AI agent can break the task into stages, work through connected tools, and respond in the thread.

Anthropic’s Claude Tag product page describes the feature as a way to delegate work from Slack, with Claude able to collaborate in channels, follow context, and help teams move work forward inside the workspace.

Reuters reported that Claude Tag is available in beta for Claude Enterprise and Claude Team customers, with plans to expand to other platforms in the coming weeks.

The feature differs from a private chatbot in that it operates in shared channels. Anthropic said that one Claude can interact with everyone in a channel, allowing teammates to see what it is doing and continue a conversation where someone else left off.

Rob Seaman, general manager of Slack, said the move was making AI multiplayer. “Instead of a private back-and-forth, Claude Tag shows up in the open,” Seaman told Reuters.

“A lot of the capabilities did exist, but actually the form factor of being able to tag it the same way that you would a coworker is really powerful,” said Cat Wu, Anthropic’s head of product for Claude Code, per Reuters.

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Admin controls shape the enterprise pitch

Claude Tag’s usefulness will depend partly on how well organizations manage access. Anthropic said administrators can decide which tools and information Claude can use in specific channels.

The company described this as creating separate Claude identities for different teams or workflows. For example, a Claude set up for sales work would not pass its memories to one set up for engineering. Anthropic also said Claude would not report from private channels.

Administrators can set token spend limits for an organization and for individual channels. They can also view logs of what @Claude did and who requested each task.

Claude Tag’s admin controls matter for companies operating across markets with strict privacy, security, or compliance requirements.

Organizations may need to consider where sensitive information appears, which teams can connect Claude to business systems, and whether logs are detailed enough for audits or internal reviews.

AI agents move into daily work

Anthropic said Claude Tag can work asynchronously, allowing employees to assign tasks and return later. If ambient behavior is enabled, Claude can also proactively flag relevant information, follow up on unresolved threads, and keep users updated.

The company said its own teams use an internal version of Claude Tag for engineering, product metrics, support tickets, and debugging. Anthropic said 65% of its product team’s code is created by its internal version of Claude Tag.

The bigger change is where Claude now sits. Instead of living in a separate chat, it can join the shared spaces where teams already discuss work and hand off tasks.

Claude Tag replaces the existing Claude in Slack app.

Anthropic noted administrators can opt in within 30 days to migrate, and eligible Enterprise and Team organizations will receive launch credit. The feature works with Opus 4.8.

A slower rollout may make sense. Starting in a private channel would give teams a way to test permissions, data exposure, spending, and audit logs before bringing Claude Tag into busier parts of the business.

Related reading: Learn how Anthropic’s new Claude Design updates add brand controls and code sync.