Best Data Observability Software
Data observability involves the complete monitoring, managing, and understanding of the modern data tech stack. These tools allow companies to better manage their data by helping them discover and solve real-time data issues and gain complete insight into the system’s data health. Data observability tools help companies accelerate the adoption of data across departments. This helps in making strategic and data-driven decisions that benefit the entire organization.
The concept of data observability stems from best practices learned from DevOps software to manage impartial, inaccurate, or erroneous data. These best practices, which include optimizing logs, real-time insights, and so on, enable the creation of error-free and trusted data across the entire data stack, which includes data sources, data warehouses, ETL tools, ML/BI tools, etc.
Data observability tools are a part of DataOps platforms. DataOps platforms assemble several types of data management software into an individual, integrated environment. The platform unifies all the development and operations in data workflows. Data observability software focuses on monitoring the health of the data pipelines and the overall system.
Data observability tools differ from monitoring software since the latter focuses on pre-determined metrics to identify bugs, whereas data observability focuses on real-time detection and resolution. Data observability also differs from data quality software, wherein the former focuses on reducing the number of data incidents while accelerating resolution time. Data quality is the result of powerful data observability across the modern data stack.
To qualify for inclusion in the Data Observability category, a product must:
Best Data Observability Software At A Glance
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As businesses increasingly rely on data to power digital products and drive better decision making, it’s mission-critical that this data is accurate and reliable. Monte Carlo’s Data Observability Plat
- Data Engineer
- Senior Data Engineer
- Financial Services
- Information Technology and Services
- 47% Mid-Market
- 47% Enterprise
1,555 Twitter followers
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- User Satisfaction
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Metaplane is the end-to-end data observability tool that helps data teams know when things break, what went wrong, and how to fix it. Built for the modern data stack, we empower data teams to start mo
- Data Engineer
- Computer Software
- Information Technology and Services
- 66% Mid-Market
- 21% Small-Business
2,120 Twitter followers
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- User Satisfaction
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Acceldata provides a robust Data Observability platform for enterprise customers seeking a modern, scalable platform to improve data operations in the AI age and deliver trusted data. Our platform enc
- Computer Software
- Telecommunications
- 66% Enterprise
- 24% Mid-Market
331 Twitter followers
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- User Satisfaction
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SquaredUp is a unified observability portal. Say goodbye to blind spots and data silos. Using data mesh and cutting-edge data visualization, SquaredUp gives IT and engineering teams one place to see
- 64% Enterprise
- 29% Mid-Market
1,189 Twitter followers
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- User Satisfaction
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Decube is the all-in-one Data Trust Platform designed for the modern data stack. Our mission is to make your data reliable, easily discoverable, and constantly monitored across your entire organizatio
- Information Technology and Services
- 33% Enterprise
- 33% Mid-Market
114 Twitter followers
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- User Satisfaction
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SYNQ is the New Standard in Data Observability. SYNQ goes beyond traditional data observability to deliver a Data Product Observability Workflow that ensures your data is accurate, actionable, and
- Analytics Engineer
- Computer Software
- Leisure, Travel & Tourism
- 93% Mid-Market
- 3% Enterprise
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- User Satisfaction
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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 add
- Information Technology and Services
- Financial Services
- 79% Enterprise
- 18% Small-Business
1,044 Twitter followers
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- User Satisfaction
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Validio provides an automated data observability and quality platform to help you increase data team productivity by automating the work around data quality, act quicker on changes in KPIs with automa
- 71% Mid-Market
- 14% Enterprise
64 Twitter followers
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- User Satisfaction
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Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht
- Software Engineer
- Data Analyst
- Information Technology and Services
- Computer Software
- 43% Mid-Market
- 33% Enterprise
711,154 Twitter followers
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Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So
- Computer Software
- 62% Mid-Market
- 29% Enterprise
389 Twitter followers
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- User Satisfaction
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Soda is the comprehensive data quality platform that offers end-to-end data quality management, enabling users to test, debug, and prevent data issues while uniting data producers and consumers in def
- Information Technology and Services
- Computer Software
- 44% Mid-Market
- 40% Enterprise
878 Twitter followers
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- User Satisfaction
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Pantomath is a data pipeline observability and traceability platform designed to automate data operations across an enterprise's data ecosystem. This innovative solution continuously monitors datasets
- Financial Services
- 73% Enterprise
- 27% Mid-Market
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- User Satisfaction
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Elementary is a data observability solution designed for dbt-centric data stacks. It seamlessly integrates into your dbt development workflow and pipelines and ensures you are the first to know when
- 53% Mid-Market
- 24% Enterprise
412 Twitter followers
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- User Satisfaction
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We're helping data teams have confidence in their data, no matter what. GX Cloud is our end-to-end platform for managing your data quality process. It delivers the intuitive experience of a fully ma
- 45% Mid-Market
- 36% Small-Business
3,648 Twitter followers
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Telmai is an AI-powered data observability platform that continuously monitors data across every stage of the pipeline—from ingestion to business applications. Designed for structured and semi-structu
- Computer Software
- 47% Enterprise
- 41% Mid-Market
93 Twitter followers
