Bigeye

Lineage-enabled data observability for modern and legacy stacks, with AI trust features

Overview

Bigeye is a data observability vendor that describes itself as the first enterprise AI Trust platform, built on lineage-enabled data observability.[14] Its core product offers anomaly detection and monitoring, monitoring as code, cost anomaly detection and end-to-end lineage across what it calls the broadest range of connectivity for modern and legacy data stacks; listed integrations include Snowflake, Databricks, BigQuery, Postgres, Amazon Athena and RDS, Trino, Informatica, SAS, Talend, Netezza and Greenplum, along with dbt, Airflow, Power BI and Tableau.[14] Newer AI Trust modules apply runtime enforcement of data-access policies for AI applications, sensitive-data scanning for PII, PHI and PCI, and governance aimed at frameworks such as the EU AI Act and ISO 42001.[14] Customer logos on the site include Cisco, USAA, Zoom and Canva, and a Udacity case study reports detection time cut from more than three days to under 24 hours.[14] Bigeye’s support for legacy warehouses suits large enterprises in transition. Pricing is not published.

What Bigeye does

  • Anomaly detection and monitoring
  • Monitoring as code
  • End-to-end lineage
  • Legacy connectors such as Netezza and Greenplum
  • Sensitive-data scanning
  • AI runtime policy enforcement

Bigeye pricing

Quote-based; demo on request.

Bigeye strengths and limitations

Strengths

  • Wide connectivity including legacy systems
  • Lineage-based root cause
  • AI governance features
  • Monitoring as code

Limitations

  • No published prices
  • AI Trust features are new
  • Vendor case-study figures only
  • Smaller vendor than suite providers

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