Data Observability
Platforms providing comprehensive monitoring and observability across data pipelines to ensure quality and reliability, with features like anomaly detection and failure alerts.
Updated June 14, 2026
Products that define this theme
A representative set of DataOps Platforms products that exemplify Data Observability, 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 Observability Products?
The 6 products shown represent a defining sample for the "Data Observability" theme within DataOps Platforms 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 14, 2026.
Monte Carlo is the agent trust platform, trusted by Nasdaq, Honeywell, Roche, and hundreds of enterprise organizations worldwide. Founded in 2019 and backed by leading investors, Monte Carlo...
Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to...
About Sifflet Sifflet is a business-aware data observability platform that moves data teams from reactive firefighting to proactive decision intelligence. Powered by an intelligent system of AI...
Acceldata is a pioneering provider of enterprise solutions in data observability and Agentic Data Management. Its technology enables organizations to monitor, manage, and improve the reliability,...
Datafold is a data observability platform that helps companies prevent data catastrophes. It has a unique ability to identify, prioritize and investigate data quality issues proactively before they...
For data teams looking to increase the availability of trusted data, Astronomer provides Astro, the modern data orchestration platform, powered by Airflow. Astro enables data engineers, data...