Ensure data quality in your Databricks environment
Validio seamlessly integrates with Databricks to provide real-time data validation. Maintain trust and ensure the reliability of your analytics.
Trusted data, confident decisions
Drive analytics and AI on high-quality, reliable data with real-time validation and anomaly detection.
Operational efficiency
Cut manual checks with continuous monitoring and automated root cause analysis.
Scalable security for your data
Scale your Databricks data quality efforts while maintaining enterprise-grade security.
"Validio definitely saves time from validation perspective and from an error resolution perspective. If we get an alert, it takes a lot less time to identify where the issue is and to hone in on what the issue is.”
Sarah Hagemann
Managing Director, Reporting
AI-powered anomaly detection
Spot data issues before they become business issues
Automatically detect unexpected changes in your Databricks data using machine learning. Validio goes beyond metadata observability to monitor what truly matters: the actual data content and the business metrics it powers.
Root cause analysis
Pinpoint the cause for faster resolution
Drill into issues with Validio’s built-in lineage and debug query, giving a snapshot of the anomalous datapoints. Identify upstream causes and downstream effects to resolve problems up to 20x faster.
Segmented precision
Never miss anomalies hidden in segments of your data
Validio automatically segments your data, by region, customer type, product category, or any other dimension that matters. This fine-grained approach ensures anomalies are caught even when they're hidden in a subset of the data. No more blind spots, no more false confidence.
End-to-end monitoring
Connect your data universe, beyond Databricks
Your data doesn’t live in one place, neither should your monitoring. Validio gives you full visibility across the entire data journey, from real-time streams, warehouses, BI dashboards, and transformation tools. Whether it's raw events or final business metrics, Validio ensures your data stays trustworthy at every step.
Getting started is easy.
Validio integrates natively with Databricks.
Connect credentials and sources
Create your access token, set your permissions, and add Databricks as a new source in Validio.
Set up your validators
Decide what you want to monitor. Choose from 100+ out-of-the box validators, or customize completely with SQL.
Let the Validio AI get to work
Validio continuously monitors your Databricks data. When something is off, you’ll be the first to know.