Anthropic launches Claude Tag: AI agent becomes a full-fledged team member in Slack

Anthropic has introduced Claude Tag, an innovative tool that integrates artificial intelligence into Slack as an active participant in workflows. This is not just a bot, but a full-fledged agent capable of taking on complex tasks and interacting with the team on equal footing.
The key feature of Claude Tag is its ability to work in the background. To assign a task, simply mention the model via @Claude. The AI independently breaks down the assignment into stages, uses connected databases, program code, and third-party applications, and then executes everything without the need for constant supervision. This fundamentally changes the approach to automating routine processes.
Key Features
- Multi-user mode: All channel participants can see Claude's actions and continue a conversation started by a colleague. This creates a unified information space.
- Context accumulation: The neural network remembers details of discussions in channels and does not require repeated explanations. This saves time and reduces the number of errors.
- Proactivity: When background mode is enabled, the AI itself reports important updates or reminds about unresolved tasks. This makes it an indispensable assistant in project management.
- Autonomy: The model is capable of planning and executing long-term projects over several days. This takes automation to a new level.
Within Anthropic itself, Claude Tag already creates 65% of the program code. The tool is also actively used for analyzing metrics and processing support tickets. This clearly demonstrates how deeply AI can be integrated into real business processes.
Administrators can restrict the neural network's access to confidential data and set limits on token usage. This is important for companies that care about data security.
The service is available in beta testing mode for users of the Claude Enterprise and Team plans. Claude Tag runs on the Opus 4.8 model and replaces the standard Claude app for Slack. This is not just an update, but a paradigm shift in interacting with AI in work environments.
My opinion: Claude Tag is a significant step forward in integrating AI into corporate communications. The ability to autonomously execute long-term tasks and accumulate context makes it not just a tool, but a true digital colleague. However, the key challenge will remain the balance between AI autonomy and human control. Implementing such agents will require a rethinking of workflows, but the potential for increasing productivity is enormous.