Anthropic has moved Claude deeper into team collaboration with Claude Tag for Slack. The beta service lets users tag @Claude inside a channel. Claude then takes the task, works through it, and replies in the same thread.
This changes the usual chatbot experience. Instead of asking questions in a separate window, teams delegate work in public. For unified communications teams, that matters. Many project decisions already happen inside messaging channels.
Claude Tag launched on June 23 for Claude Enterprise and Team customers. It runs on Claude Opus 4.8. It also replaces the older Claude in Slack app, which retires on August 3.
Cat Wu, Anthropic’s head of product for Claude Code, said the experience feels natural.
“A lot of the capabilities did exist, but the form factor of being able to tag it the same way that you would a coworker is really powerful.”
The service brings several important changes to project work. First, Claude works as a shared teammate inside a channel. Everyone can see its task status and results. That helps reduce lost handovers when someone leaves a conversation.
In addition, Claude builds memory from team discussions. It can learn project language, decisions, and recurring workflows. With admin approval, it can also use selected connected data sources. However, it does not draw information from private channels.
Another key shift is asynchronous work. Teams can assign a task and move on. Claude can continue working for hours or days. It then returns with updates or completed output. This moves AI from simple task tracking toward task execution.
Yet this extra autonomy needs careful handling. Ambient mode allows Claude to monitor channels without being tagged. It can surface useful information or revive quiet tasks. Still, Anthropic advises teams to understand the behavior before enabling it widely.
Security and control will shape enterprise adoption. Administrators connect workspaces, select channels, approve data access, and set spending limits. They can also review, edit, or delete Claude’s memory through an audit console.
Billing follows usage, not seats. Channel activity bills to the organization. Direct messages use the individual’s Claude account. Anthropic offers trial credits of $25,000 for eligible Enterprise customers and $2,500 for Team customers.
For technology leaders, cost may become a major concern. Continuous monitoring can consume more resources than simple chat prompts. Long-term AI memory may also increase dependency on one vendor.
The launch also intensifies competition inside Slack. Salesforce owns Slack and continues to extend Slackbot with agentic capabilities. OpenAI, Perplexity, Asana, and Monday.com are also pushing AI agents into work management.
Rob Seaman, EVP and GM of Slack, described the bigger strategy clearly.
“Slack is the only layer in the AI stack where teams work together. Bringing Claude Tag into Slack is about making AI multiplayer. Instead of a private back-and-forth, Claude Tag shows up in the open, in your channels, alongside your team, where it can see the real context of how your organization works.”
Victoria Chin of Asana also highlighted the team-level opportunity.
“There are many useful AI platforms making individuals faster, but not as many actually make entire teams or organisations more effective.”
She added: “They have shared memory where an entire team can benefit, not just the single person who prompted them.”
Anthropic plans to bring Claude Tag to Microsoft Teams, email, and project tools. That expansion could make it more than a Slack feature. It may become a cross-platform AI worker for modern collaboration.
