Anthropic is introducing Claude Tag, an always-on AI teammate for Slack that can learn from company conversations and workflow context. The feature is pitched as a productivity tool, but its strategic value is access to organizational knowledge.
Enterprise AI assistants become more useful when they understand projects, people, decisions, and recurring processes. Slack is one of the richest places to gather that context, which also makes privacy and governance important.
The launch shows how AI vendors are trying to move from generic chatbots toward embedded workplace agents.