Best Data Observability Software - Page 4
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:
Featured Data Observability Software At A Glance
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DataTrust (formerly “RDt”) is what you need to ensure that you can rely on your data when making decisions. It's everything you need to for both data quality and data observability — profile data, au
- 38% Enterprise
- 31% Mid-Market
124 Twitter followers
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European AI-powered data quality & observability platform with five modular capabilities — anomalies, analytics, timeliness, validation, and schema tracking — built to run entirely in your environ
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Ingext is a data fabric platform that helps enterprises collect, process, and route high-volume telemetry and observability data across diverse environments in real time. Designed for scalability and
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At Kamon we help developers find performance bottlenecks and errors in microservices. And we make it very easy and effortless: from clueless about what went wrong to solving issues in a few clicks
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Masthead Data is data observability platform for data teams on Google Cloud. Detect anomalies, observe pipelines, optimize compute costs. Our automated, ML-driven approach to data observability allo
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Open source based observability stack featuring logs, traces and metrics – all under one roof. Observe any cloud infrastructure, VM, bare-metal servers, databases, or lambda functions with ObserveNow’
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Orchestra is a lightweight orchestration and observability platform which gives real-time complete visibility for your entire data stack. We automate your orchestration, monitoring, and metadata colle
- 100% Mid-Market
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Qualdo-DRX enables enterprises to easily monitor mission-critical issues, drifts, anomalies, errors, data quality & data reliability. This point-and-click product easily integrates with other en
50 Twitter followers
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Unlock the real power of your Data In today's data-driven landscape, the quality of your data is paramount. Poor data quality can lead to wrong business decisions, poor quality software or biased AI
- 100% Small-Business
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With infinite data being generated every second, enterprises struggle to steer clear of data inconsistencies or outdated information. Syren’s DQS is designed to help organizations ensure that their da
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Prevent broken code from skewing your data or slowing your site. Get instant alerts for tag errors - across every user, browser, and device. Because your marketing depends on tags that work flawles
- 100% Small-Business
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Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analyti
- 52% Small-Business
- 38% Mid-Market
282 Twitter followers
