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Data Quality & Observability

Detect anomalies anywhere in your data, in real time

Lineage

Get to the root cause and resolve issues quickly

Data Catalog

Discover any data assets and understand how they are used

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OfferFit take their ML models to the next level with Validio

Read the case study
  • Automated root cause analysis

    See everything about your issues directly in your lineage map: upstream cause, data quality score, and downstream impact.

  • dbt monitoring

    Catch stuck or long-running dbt jobs as they happen.

  • SQL debug tool

    Generate sample code from captured incidents for further investigation in your Databricks environment.

  • Segmented anomaly detection

    Out-of-the-box monitoring of segments in your actual data, not just metadata.

  • Schema change alerts

    Stay on top of any upstream changes and prevent operational disruptions.

  • Data catalog & usage analytics

    Find and manage any data you need, in- or outside of your lakehouse. Validio also integrates to Unity Catalog.

“We’re really excited about Validio. [...] We utilize Validio for quality, cataloging, and lineage to complement our stack and give us that full observability”

Albert ObengDirector of TechnologyAB CarVal

See and manage incidents in your preferred tool

  • Get real-time alerts about incidents and manage them directly in Slack or Teams.
  • Validio filters out false alarms and highlights prioritized issues.
  • Related incidents are automatically grouped into one alert, protecting you from alert fatigue.
  • Faster root cause analysis

  • Validio's data quality monitoring is overlayed directly in your lineage map, showing data quality score, incident count, and related issues.
  • Quickly trace the root cause of any issue across your entire data lifecycle, in- and outside of your lakehouse environment.
  • Trace upstream cause and downstream impact, and easily view the data owner for each impacted table.
  • Advanced monitoring, out-of-the-box

  • Machine learning-based thresholds learn from your data patterns, adapting to trends and seasonality. No code or maintenance needed.
  • Validio uniquely offers segmented monitoring which will reveal issues hidden deep in your data segments.
  • Our models train on your historical data in a few seconds, allowing you to fine-tune them instantly.
  • Want to see the platform right now?

    Take a guided tour of Validio to see how it improves your business metrics