Anthropic Launches Claude Tag for Slack Enterprise
Original: Anthropic’s Claude Tag is learning your company, one Slack message at a time
Why This Matters
Enterprise AI agents with organizational context are becoming key competitive differentiators in the workplace AI market.
Anthropic introduced Claude Tag in research preview, an AI teammate integrated into Slack that learns company context through messages. Available for Claude Enterprise and Team customers, Claude Tag allows users to tag @Claude for insights, assign tasks, and access persistent memory across channels with admin-defined permissions.
Anthropic is rolling out Claude Tag, a new research preview feature that embeds an 'always-on Claude' AI assistant directly into Slack workspaces. The tool builds on existing Claude integrations by adding persistent context and organizational memory. Users can tag @Claude in channels to request insights and delegate tasks, while the AI teammate automatically gathers information and learns about ongoing work. Claude Tag maintains a shared identity across team members in a channel, allowing anyone to see Claude's work history and continue conversations where others left off. System administrators control which tools, information sources, and channels Claude can access, ensuring scope boundaries—for example, preventing a legal-focused Claude from sharing memories with the engineering channel. The feature includes two operational modes: task-based mode where Claude breaks down assignments into stages and responds in threads, and ambient mode where Claude proactively participates in conversations, flags issues across the organization, and follows up on forgotten tasks. Anthropic positions Claude Tag as delivering 'far greater context and understanding' comparable to working with a colleague. The company notes that enterprise context has become increasingly critical for AI deployments, with competitors like Microsoft (Graph/Copilot), Snowflake, Databricks, and Glean also building organizational knowledge layers for enterprise AI systems.