Anthropic has launched Claude Tag, a way to bring its AI into Slack so a team can mention it in a channel and hand it tasks. You type @Claude, describe what you need, and it works in the background while you get on with something else. It can remember relevant context from the channels it sits in, and it can plan and carry out tasks over time rather than only answering in the moment.
The shift here is subtle but real. Most people still use AI like a very fast search box: you ask, it answers, you move on. Claude Tag pushes a different habit, closer to handing a job to a colleague and trusting them to come back when it is done.
Should you care? If you work in a small team, this is the more interesting half of the AI story. The promise is that a few people can take on work that used to need more hands, by delegating routine tasks to an assistant that runs while they sleep. For a lean Nairobi startup, that is the kind of leverage that actually matters.
The caveats are worth stating plainly. Claude Tag is aimed at Team and Enterprise customers, not casual free users. And because you are granting an assistant access to channels and tools, who can see what, and what the assistant is allowed to touch, becomes a real decision, not an afterthought. Anthropic lets administrators scope that access tightly, which you should use.
The takeaway is less about Slack and more about direction. AI is moving from a thing you talk to toward a thing you delegate to. This is an early, visible step in that move.