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.
—
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.