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Claude Tag runs a connected warehouse query and publishes the chart and query together, allowing colleagues to correct the metric definition in context.
The Academy scenario gives Claude Tag a standing help-channel task: answer from the knowledge base, ask for missing details, or file a complete ticket for the owner.
Claude Tag answers account questions in the shared channel and identifies which facts came from the connected CRM and which came from the conversation.