Data Quality & Observability

Detect anomalies anywhere in your data, in real time


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

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Observability & quality

Segment level validation with ML based thresholds to catch loud and silent data issues.

Data catalog

See how your data assets are used: popularity, utilization, and schema coverage.


Auto-generated field-level lineage for root cause analysis and incident resolution.

  • 14x
    faster anomaly detection

    Making it easy to stay on top of anomalies in key business metrics

  • 100M+
    records per minute

    Process records with speed to scale your data quality with your business

  • 10x
    quicker issue resolution

    Boosting productivity, turning data teams from cost to value centers

Observability & Quality

Validate and improve

ML based validation on segment level to catch loud and silent data issues

  • Dynamic thresholds by segment

    Machine learning-based thresholds trained on deep segments of your actual data instead of metadata only.

  • Anomaly detection that learns and adapts

    Anomaly detection that learns from your data and seasonality patterns, with automatic backfill from historical data.

  • Incident prioritization

    Reduce alert fatigue and focus on critical issues with adjustable sensitivity and severity scoring.


Incident tracking

Resolve incidents quickly with detailed lineage and root cause analysis

  • Field-level lineage

    Automatically generated field-level lineage map to understand the entire data ecosystem.

  • Ownership & collaboration

    Stream-lake-warehouse lineage to facilitate data ownership and collaboration.

  • dbt integrated

    Keep your data tooling in sync - import lineage directly from dbt.


Understand your data

Get an overview of data, understand how it’s used, and manage ownership

  • Data asset insights

    Get important insights about your data assets such as popularity, utilization, quality, and schema coverage.

  • Global search & active metadata management

    Find and filter the data you need based on metadata tags and descriptions.

  • Data ownership

    Drive data governance and ownership across your organization.

Getting started with Validio

Up and running in no time.

Try it for yourself

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Loved by data teams

Why data teams choose Validio

With Validio, we can process 100s of millions of records a minute. For a company of our scale that’s hugely valuable—the sooner we know there’s an issue with our data, the better.

Brian FallikVP of EngineeringOfferFit

Seamless integration

Full visibility across your entire data stack

Built for your needs

Seeing is believing

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