Data Quality and Analytics
Tools that improve data quality and leverage analytics to provide business insight and drive decision-making.
Updated June 21, 2026
Products that define this theme
A representative set of Data Governance Tools products that exemplify Data Quality and Analytics, curated as a starting point for finding similar software.
Selected from G2's verified user reviews and ratings, then matched to this theme for relevance.
How Did G2 Choose These Data Quality and Analytics Products?
The 11 products shown represent a defining sample for the "Data Quality and Analytics" theme within Data Governance Tools on G2 — not an exhaustive list. They are a curated starting point for discovering similar software.
- Sourced from products with verified G2 user reviews and ratings.
- Matched to this theme based on each product's described capabilities and fit, ordered by relevance.
- Rankings and inclusion are unbiased and are not influenced by vendor payment.
Refreshed weekly. Last updated: June 21, 2026.
Databricks is a unified data and AI platform that helps organizations build, govern and scale data pipelines, analytics, machine learning, AI applications and agents. More than 20,000 organizations...
Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build...
IBM® watsonx.data® helps you access, integrate and understand all your data —structured and unstructured—across any environment. It optimizes workloads for price and performance while enforcing...
Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use,...
IBM watsonx.governance is an end-to-end, platform-agnostic AI governance solution for traditional ML, generative AI and agentic AI across the full lifecycle. End-to-end, platform-agnostic...
SAP® Master Data Governance is a specialized software solution designed to facilitate the management of master data across an organization. This application enables businesses to either...
SAP Business Data Cloud is a fully managed software-as-a-service (SaaS) solution that unifies and governs SAP data and connects with third-party data. As an evolution of the company's data,...
Informatica Cloud Data Governance and Catalog is a comprehensive, cloud-native solution designed to empower organizations with predictive data intelligence. By integrating data discovery,...
Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are...
erwin Data Intelligence ensures trusted data and AI models are easy to find, understand, govern, score and use across your enterprise. With erwin, organizations reduce operational risk, ensure...
Alation is the data intelligence company. Founded in 2012 and headquartered in Redwood City, California—with global offices in London and Sydney—Alation serves more than 650 enterprise customers...