Anthropic on June 23 introduced Claude Tag, an AI agent that operates inside Slack as a shared colleague for an entire organization rather than as a chatbot each employee queries separately. The company says it is designed to take on multi-step tasks on its own and deliver the results back to the team.
How it works
When an employee assigns Claude Tag a task in a Slack channel, the agent breaks the work into steps, carries it out and posts the outcome to the channel when finished. Other team members can join the same thread to add instructions, redirect the work or pick up a partially completed job, which Anthropic says makes the agent function more like a participant in the team’s workflow than a tool bolted onto it.
Central to the design is what Anthropic calls a shared Claude identity. Instead of every employee running their own isolated conversation, the organization works with a single agent that accumulates context about the company’s projects, conversations and conventions over time. The company says this reduces the need to re-explain background with each request.
Used internally first
Anthropic says Claude Tag has already been in heavy use inside the company. According to Anthropic, roughly 65 percent of the code changes submitted by its product team are now produced with the agent’s help and merged. That figure comes from the company and has not been independently audited.
Controls for administrators
For enterprise customers, the company emphasizes governance features. Administrators can define which tools, files, memory and channels the agent can access, so that, for example, an instance serving the human resources team cannot reach engineering’s sensitive material. Organizations can also set token usage limits to keep spending on the agent within budget.
A feature Anthropic calls ambient behavior allows Claude Tag to act without being prompted: surfacing important updates, flagging conversations that have gone quiet or reminding the team about unfinished tasks, in the manner of an attentive colleague.
Availability
Claude Tag is being released as a research preview on Slack for customers on Claude Enterprise and Claude Team plans, with broader availability planned later. Slack, owned by Salesforce, has become a common integration point for workplace AI agents, and the launch places Anthropic in more direct competition with offerings from Salesforce itself, Microsoft and OpenAI for the role of the always-on assistant in corporate chat.
The product reflects a broader direction in the industry: AI systems that are given standing responsibilities within a team and that persist across tasks, rather than tools that answer one question at a time.
