Autonomous data-incident response · grounded in DataHub lineage via MCP
cached demo

A pipeline broke at 2am.
CASCADE already found the cause.

When a data quality check fails, CASCADE reads DataHub's context graph, traces the root cause, maps the blast radius, routes to the owner, and raises a native incident — autonomously. Not a chatbot. An agent that does real work.

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graph assets · 1,049 entities
—
avg blast radius
1–2
steps to root cause
$0.11
per investigation
Pick an incident
Built for the DataHub Agent Hackathon · reads lineage via the DataHub MCP Server · writes back via DataHub's native Incidents API.