
Root-cause a broken dashboard
Start from a real ticket: "the numbers look wrong." Atlan MCP walks upstream through lineage to the asset that caused it — a failed data quality check, a deprecated certification, a stale upstream table — and surfaces the owner. A multi-hour hunt becomes one prompt.

Run impact analysis before you ship
Before changing how a metric is calculated, Atlan MCP maps the blast radius downstream: every dashboard, model, and report that depends on it. You decide with evidence whether it's safe to ship, and exactly who needs a heads-up.

A community member shows it in production
Someone working in the same stack, with the same Monday-morning questions, walks through how their team actually uses this: the prompt they ran, what came back, and what it changed.

Ship changes without the guesswork
Blast-radius and root-cause questions stop being a half-day investigation. You leave knowing how to get the same answer — before you ship and after something breaks — without leaving your editor. That's the half-day back, and the confidence to make the call yourself.