Validio
Agentic data management with real-time quality and observability
About Validio
Validio is a platform for data quality and observability that uses AI-powered thresholds to detect anomalies, with lineage for root-cause analysis and a catalog of data assets. It offers a self-hosted option in a customer's VPC and states ISO 27001 and SOC 2 certification.
Common use cases
- Detect streaming data issues
- Find root causes
- Discover data assets
Products and services
Data Quality and Observability
Real-time anomaly detection with AI-driven thresholds.
Lineage
Root-cause and impact analysis.
Data asset insights
Catalog of data assets and usage.
AI agents
Agentic configuration and resolution workflows.
Key features
- Real-time anomaly detection
- Seasonality-aware thresholds
- Lineage
- Data discovery
- VPC self-hosting
- Historical backfill
Integrations
- Snowflake
- Databricks
- BigQuery
- Kafka
- Amazon S3
- Airflow
- Tableau
- Looker
Validio alternatives
Monte CarloData and AI observability platform that detects data incidents- BigeyeData observability and quality monitoring for enterprise data pipelines
- AnomaloAutomated data quality monitoring for structured and unstructured data
- SodaData quality and observability with data contracts and AI-assisted checks
FAQs
Can it be self-hosted?
Yes, a fully self-hosted option in the customer's VPC is offered.
What does it integrate with?
Snowflake, Databricks, BigQuery, Kafka, S3 and BI tools.
What certifications does it hold?
ISO 27001 and SOC 2, per its site.

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