Anthropic launches Claude Tag, turning Slack into an AI-staffed workspace

Anthropic released a new Slack integration and named it “Claude Tag.” Enterprise and team users can now tag @Claude in Slack chats and delegate tasks.

The product replaces the existing Claude in the Slack app and represents a major expansion of how the company expects teams to interact with its AI. Claude Tag embeds a persistent AI into a team’s communication layer, which is better than one-off prompts or isolated coding sessions.

Anthropic’s Claude Tag works directly inside Slack

When an administrator connects Claude Tag to a Slack workspace, they get to define which channels, tools, and data sources Claude can have access to. Every configuration results in a unique scoped identity.

A Claude set up for a sales team operates with separate memory and permissions compared to another AI provisioned for engineering, according to Anthropic’s announcement. Administrators can cap token spend per organization or per channel and review a log of every action Claude has taken.

Claude Tag serves as a shared resource inside each Slack channel. One team member can assign a task, and another can pick up the thread later without having to re-explain the context. Claude breaks assigned work into stages, executes using connected tools, and posts results back into the Slack thread. Anthropic says 65% of its own product team’s code is now written by an internal version of the tool, and usage has spread beyond engineering into support, metrics analysis, and debugging.

Claude Tag is different from earlier Slack integrations. First, it accumulates context over time by following channel conversations, so users avoid repeating background information across sessions. Claude can also pull information from other Slack channels if granted read access, but does not surface content from private channels without permission.

Second, an optional “ambient” mode allows Claude to intervene without being tagged. When turned on, the AI pulls up relevant information from all connected or linked channels, follows up on stalled threads, and shows the team any changes it thinks they should see. Claude Tag can also schedule its own future tasks and work on multiday projects without continuous human input.

Anthropic moves deeper into enterprise turf

Claude Tag is part of a race among AI companies competing to become the relevant layer inside businesses.

Microsoft developed its Graph platform to supply organizational knowledge directly into Copilot. Snowflake and Databricks are branding their data platforms as backend repositories for AI agents. Glean is developing an intelligence layer that operates between models and enterprise data.

Anthropic took a different strategy by building the model within an existing communications medium. A huge chunk of internal business communication happens on Slack. This means that Claude Tag has access to institutional knowledge without adding a new integration layer.

The release adds to Anthropic’s growing portfolio of vertical products. Since February 2025, the company has shipped 13 AI tools geared toward specific use cases and industries. This includes agents for financial services, legal work, and small business operations, according to Cryptopolitan’s earlier reporting. The continuous stream of new products and features has created tension with partners who build on Anthropic’s models but now compete with Anthropic’s own products.

Claude Tag runs on Opus 4.8. Beta is available now to Claude Enterprise and Team customers, who can migrate from the existing Slack app within 30 days. The company offers introductory launch credits to eligible organizations.