Debugging and Impact Analysis

Trace what broke and what's about to break, without spelunking through lineage UIs and Slack threads. Root-cause a broken dashboard and run impact analysis before you ship a change, in one prompt.

Learn more about Atlan MCP

What you'll see

01

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.

02

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.

03

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.

04

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.

01

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.

02

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.

03

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.

04

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.

More from the series

All past and upcoming episodes.

Build Your Dashboard on Trusted Data

Build Your Dashboard on Trusted Data

Bring Context to Every Data Question

Bring Context to Every Data Question