Anthropic's Claude Tag is learning your company, one Slack message at a time

Anthropic has introduced Claude Tag, a persistent AI presence within Slack that gradually accumulates organizational context — workflows, institutional knowledge, internal language — through ongoing exposure to company communications. The productivity framing is straightforward, but the deeper story is about enterprise data capture: Claude Tag positions Anthropic to become structurally embedded in how companies think and operate. The implications for data privacy and organizational dependency deserve more scrutiny than the feature announcement invites.