anthropic has introduced claude label in beta version for its Enterprise and Team plans. This feature allows users to invoke the company’s AI directly within shared Slack channels by typing @Claude.
The integration moves Claude from being limited to individual chat sessions to participating in group threads, allowing team members to delegate tasks, review results, and continue their work asynchronously.
The feature works using Anthropic’s Opus 4.8 model. According to Anthropic, 65% of the code in its internal product group is generated with the company’s private version of Claude Tag.
How Claude Tag works in Slack
Tagging @Claude in a Slack channel sends a request to the AI. Instead of responding privately, Claude responds in the same channel, making the conversation visible to other team members in the thread.
Rob Seaman, CEO of Slack, explains that Claude’s responses are displayed openly and not as private messages. Because Claude records the status of his task directly in the communication thread, multiple team members can observe the execution steps as they occur.
The system continually tracks information from active channels to create context. This automatic history tracking helps reduce the need for team members to re-enter basic company data or project details each time Claude is used.
Asynchronous and ambient operation on team channels
The integration allows the execution of asynchronous tasks without the need for human prompts in real time. When a network administrator enables the tool’s “ambient” mode, Claude Tag can monitor threads on its own, track tasks over several days, and send priority notifications from the built-in software. It also monitors unresolved tasks.
Cat Wu, product manager at Claude Code, told Reuters that connecting your personal Claude Tag to your email archive helps the system analyze incoming messages, identify urgent ones and send alerts directly to Slack.
While code generation remains a key use case, Anthropic also aims to reach non-technical office workers. Early customer implementations primarily involve querying database metrics, analyzing analytical data, processing internal IT support tickets, and tracking project status across teams.
Administrative Controls, Security Tradeoffs, and How to Implement Claude Tag
The integration introduces new security considerations. Anthropic has built-in administrative controls, including scoped Claude identities that limit data access to approved departments, localized memory and tool integrations limited to IT-authorized channels, management portals with full logs of user queries, and organizational limits to regulate monthly token costs.
These measures are intended to prevent sensitive proprietary data from entering unauthorized channels. IT departments deploying Claude Tag should carefully configure access limits and channel permissions before deploying it more broadly.
Moving generative AI from individual chat sessions to persistent corporate communication channels involves some trade-offs.
On the plus side, it can reduce task friction, automatically capture context across changing project teams, and decrease time spent on manual updates. However, there are risks to consider:
- Misconfigured access controls could expose sensitive information.
- Autonomous and asynchronous execution could eliminate human oversight of the middle stages of the workflow. Additionally, there is an increased risk of data exposure as AI agents can read chat histories, connect to email accounts, and modify code repositories.
To address these concerns, corporate IT and security teams should plan a structured implementation. This should start with limited access for Claude Tag, include regular behavioral audits across all channels, and gradually expand permissions only after verifying use cases and completing security reviews.
Context: Anthropic’s entrepreneurial drive and how Claude Tag fits in
The launch comes as Anthropic competes heavily with OpenAI for enterprise customers. Recently, Anthropic raised a $65 billion Series H funding round, valuing the company at $965 billion after the investment, surpassing OpenAI’s $852 billion valuation. Both companies have filed confidential paperwork for initial public offerings.
According to Ramp’s May 2026 AI Index, Anthropic’s adoption rate among enterprises reached 34.4%, surpassing OpenAI’s 32.3%. The launch of Claude Tag expands Anthropic’s presence into everyday tools used by many business users.
Claude Tag is currently available in beta for Enterprise and Team plan customers via Slack. Anthropic has not announced plans to expand the feature to other communication platforms.
