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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 scenario translates a business question into a warehouse query and keeps the query and returned data beside the answer for team verification.
The example narrows a funnel change by cohort and authentication path, then correlates analytics, tickets, and deployment history to investigate likely causes.
The MCP workflow reads a metrics tab, identifies major week-over-week movements, and writes a short narrative to a dated Notion page.
TikTok's US LIVE Diagnostics playbook walks sellers through an AI recap, funnel-step diagnosis, and follow-up prompts that turn session metrics into script, product, and pacing changes.
This agent first explores the connected data source and records schema context, then answers natural-language questions with structured results and optional visual output.
Google's tutorial builds a conversational analytics agent that discovers BigQuery metadata and generates SQL against the public thelook_ecommerce dataset, using a maintained toolset rather than custom database plumbing.