Explore in-depth reviews of 300+ data engineering and analytics tools. Compare features, pricing, and real-world use cases.
Enterprise data observability and pipeline monitoring
Alation is an agentic data intelligence platform and knowledge layer that helps teams find, govern, and trust data—powering reliable AI and analytics.
AI-powered platform that ensures data quality across structured, semi-structured, and unstructured data. Proactively detect, root cause, and resolve data issues.
Build a shared understanding of your data, your business logic, and your institutional knowledge, and make it available to every AI tool you run.
Bigeye is the data and AI trust platform for large enterprises. Only Bigeye combines comprehensive data observability, end-to-end lineage, and agentic AI governance.
Find, Understand, Use your data assets. With Catalog, your data is well documented and discoverable by everyone on your team.
CloudZero automates the collection, allocation, and analysis of your infrastructure and AI spend to uncover waste and improve unit economics.
Achieve Data Confidence™ and scale AI from pilot to production. Collibra offers unified governance for data and AI, trusted by regulated organizations.
Datafold, from the company of the same name in San Francisco, is a data observability platform that helps companies prevent data catastrophes.
DataHub is the leading open-source data catalog helping teams discover, understand, and govern their data assets. Unlock data intelligence for your organization today.
The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.
Open-source data quality and validation framework with codified expectations
Immuta is a data access and control solution for DataOps and engineering teams with cloud data ecosystems, from the company of the same name in College Park.
Open-source metadata service for data lineage
Metaplane is a data observability platform that helps data teams know when things break, what went wrong, and how to fix it.
Enterprise data observability with ML-driven anomaly detection
OpenMetadata is the #1 open source data catalog tool with the all-in-one platform for data discovery, quality, governance, collaboration & more. Join our community to stay updated.
Redefine data governance and trust with AI built on a foundation of data cataloging, lineage, observability, and quality —all enriched by your business context.
Select Star is a modern data governance platform that gets your data AI-ready. Automated data catalog, lineage, and semantic models built on your existing data.
Equip agents with real-time customer context and understand every digital user interaction: human & AI alike.
The AI-native, fully automated data quality platform. Find, understand and fix data quality issues in seconds with Soda. From table to record-level.
Validio provides an automated data observability and quality platform used to monitor data and metrics, boost data team productivity and make enterprise data AI-ready.