The office memory bank

Anthropic is bringing Claude further into Slack with Claude Tag, a new feature that lets teams tag @Claude in channels for help, insights and task support.

It builds on Claude’s existing Slack tools, but adds more context.

Claude can follow a channel’s work, remember what has been discussed and, if allowed, pull useful information from other parts of the company.

Claude Tag makes AI help more visible inside Slack.

Admin controls will decide how useful and safe it is.

Workplace AI is slowly becoming the colleague who remembers everything, which is helpful and mildly terrifying.

Each channel can have its own Claude, with admins deciding what it can access.

That means legal Claude does not casually wander into engineering like an intern with no badge.

Claude Tag can break tasks into steps, post updates in Slack threads and even proactively flag forgotten work or relevant updates.

The bigger picture is simple: enterprise AI is moving from one-off chatbot replies to tools that understand company context.

Microsoft, Snowflake, Databricks and Glean are all chasing the same prize.

The feature is useful coz most workplace knowledge currently lives in Slack messages, half-finished docs and one person named James who is always on annual leave.- MG