Anthropic Brings Claude to Slack

Artificial intelligence is continuing to move beyond simple chatbots and one-off prompts. The latest development comes from Anthropic, which has introduced a new feature called Claude Tag. The tool allows employees to assign tasks to Claude directly within Slack channels, turning the AI assistant into a more active participant in day-to-day workplace operations.

The announcement marks another step in the evolution of AI-powered productivity tools. Rather than only responding to individual questions, Claude can now work on ongoing assignments, remember relevant information, and assist teams over a longer period of time.

A New Way to Work With AI

Claude Tag enables users to mention @Claude inside a Slack conversation and assign it specific tasks. Once tagged, Claude can begin working on requests using the information available within the channel and any approved tools it has access to.

This approach differs from the traditional chatbot experience. Instead of opening a separate AI application and starting from scratch each time, employees can interact with Claude directly where their work already takes place.

The goal is to make AI feel more like a colleague contributing to projects rather than a standalone tool used occasionally.

Claude Can Continue Working After the Initial Prompt

One of the key features of Claude Tag is its ability to handle work that extends beyond a single conversation.

According to Anthropic, Claude can make use of memory, scheduled tasks, and integrated tools to complete assignments that may take hours or even days. This means users can delegate certain responsibilities and allow the AI to continue working in the background.

Rather than requiring constant supervision, Claude can follow through on tasks and provide updates when needed.

Already Being Used Internally

Anthropic says the workflow is already deeply embedded within its own organisation.

The company revealed that a significant proportion of code produced by its product teams is now generated with the assistance of an internal version of Claude Tag. While this does not necessarily mean AI is replacing software engineers, it demonstrates how heavily the company relies on the technology for practical work.

The use of Claude within Anthropic’s own teams provides a real-world example of how AI assistants may become integrated into professional environments.

Beyond Software Development

Although coding is one application, Anthropic believes the technology has much broader uses.

Teams can reportedly use Claude to monitor product metrics, investigate support tickets, analyse data, and help identify the causes of technical issues.

Instead of acting as a specialist tool for one department, Claude is designed to support a wide range of business functions.

This flexibility could make it useful for organisations of different sizes and across various industries.

Why Slack Was Chosen First

Anthropic launched Claude Tag initially within Slack because many organisations already use the platform as their primary communication hub.

Work discussions, project updates, and decision-making often happen within Slack channels, making it a natural location for AI collaboration.

By integrating directly into existing workflows, employees do not need to switch between multiple applications to access AI support.

This helps reduce friction and encourages wider adoption across teams.

Building Context Over Time

One of the more interesting aspects of Claude Tag is its ability to build context over time.

When Claude is invited into a Slack channel, it can remember previous discussions and use that knowledge when responding to future requests.

As a result, users may not need to repeatedly explain the same projects, objectives, or background information.

Over time, the AI develops a better understanding of the team’s work, allowing interactions to become more efficient and relevant.

Access to Tools and Information

Claude Tag can also work with connected tools and approved data sources.

Administrators decide what resources Claude can access, helping organisations maintain control over sensitive information.

Depending on permissions, Claude may be able to interact with databases, code repositories, documentation systems, and other workplace tools.

This allows the AI to gather information and perform tasks that would otherwise require manual effort from employees.

Businesses Remain in Control

Anthropic emphasises that organisations maintain control over how Claude is used.

Administrators can determine which channels Claude can access, what tools it can interact with, and how much spending is permitted.

These controls are designed to help companies adopt AI responsibly while ensuring security and governance requirements are met.

Businesses can therefore decide the level of autonomy they are comfortable granting to the AI assistant.

AI as a Workplace Assistant

The introduction of Claude Tag highlights a growing trend in workplace technology.

Many AI providers are moving beyond simple conversational tools and towards systems capable of acting on behalf of users.

Rather than waiting for instructions at every step, AI assistants are increasingly being designed to manage ongoing workflows and support collaborative work.

This shift could significantly change how employees interact with technology in the coming years.

Potential Benefits for Teams

For many businesses, the appeal lies in reducing repetitive work.

Tasks such as gathering information, tracking progress, reviewing data, and preparing reports can consume valuable employee time.

An AI assistant that can handle some of these responsibilities may help teams focus on higher-value activities.

Improved productivity and faster access to information are among the main advantages organisations hope to achieve.

Questions Around Workplace Adoption

Despite the potential benefits, workplace AI adoption is not without concerns.

Some employees may worry about how these systems could affect job roles and responsibilities.

Others may have questions about accuracy, accountability, and the handling of sensitive information.

As AI tools become more capable, organisations will need to establish clear policies and expectations around their use.

The Growing Role of AI Agents

Claude Tag also reflects the wider industry trend towards AI agents.

Unlike traditional AI chatbots, agents are designed to take action, complete tasks, and interact with multiple systems on behalf of users.

Many technology companies are investing heavily in this area, seeing AI agents as the next major stage in workplace automation.

The launch of Claude Tag is another sign that this transition is already underway.

Looking Ahead

For now, Claude Tag is being offered in beta to Claude Enterprise and Team customers. Anthropic has indicated that it plans to expand availability over time and potentially bring the feature to other workplace environments beyond Slack.

As AI continues to evolve, tools like Claude Tag may become a common part of everyday work. Whether used for coding, data analysis, customer support, or project management, the concept of an AI colleague working alongside human teams is rapidly becoming a reality.

The success of these systems will ultimately depend on how effectively they can support employees, improve productivity, and earn trust within the workplace. As more organisations experiment with AI-powered collaboration, the role of digital assistants in professional settings is likely to grow significantly in the years ahead.