Data Quality & Pipeline Agent
Monitors pipelines, diagnoses data quality issues, and fixes the most common ones automatically.
DataEngObservability
Data Quality & Pipeline Agent
Polished agent demo — preview
Agent running
Agent thinking
- 1Reading inputs and pulling relevant context across systems…
- 2Building a plan: 4 steps, 2 tools, 1 human approval gate.
- 3Executing steps with progress streaming back to the user.
- 4Decision made. Drafting summary and queuing for review.
This demo is a polished preview. Book a build to see the production version.
The problem
Data outages are silent killers. Dashboards lie for days while data engineers chase root causes through DAGs.
What the agent does
- Runs continuous data quality checks with schema and statistical signals
- Diagnoses upstream root causes when checks fail
- Proposes or applies the fix (backfill, schema update, code change)
Business value
Reduces data incidents by 60% and detects issues hours earlier.
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