Best Data Observability Software - Page 2
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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- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- 50% Enterprise
- 35% Mid-Market
101 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Observability, for the Cloud. Monitor everything you run in your cloud without compromising on cost, granularity, or scale.
- Computer Software
- 50% Mid-Market
- 38% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow
- Information Technology and Services
- Computer Software
- 44% Mid-Market
- 40% Enterprise
909 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Pantomath is pioneering the Data Operations Center (DOC), establishing a centralized, AI-driven platform necessary to manage data reliability as a strategic operational function. We are the first plat
- Financial Services
- 73% Enterprise
- 27% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Bigeye is the most complete data observability platform for enterprise companies. Powered by true end-to-end lineage and AI-driven data monitoring, Bigeye empowers data teams in the world’s largest en
- Information Technology and Services
- 55% Small-Business
- 27% Mid-Market
640 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Telemetry data is now overwhelming—noisy, slow, and expensive. Mezmo’s Active Telemetry delivers live, high-context observability that cuts the noise, slashes cost, and powers fast iteration, by tappi
- Software Engineer
- CTO
- Computer Software
- Information Technology and Services
- 64% Small-Business
- 32% Mid-Market
1,747 Twitter followers
- Overview
- User Satisfaction
- Seller Details
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
3,592 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern
- Computer Software
- Financial Services
- 53% Small-Business
- 47% Mid-Market
452 Twitter followers
- Overview
- User Satisfaction
- Seller Details
ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data. Cut costs and improve productivity with unique features for virtualizing ent
- 60% Mid-Market
- 33% Small-Business
1,224 Twitter followers
- Overview
- User Satisfaction
- Seller Details
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 af
- Information Technology and Services
- 54% Mid-Market
- 29% Small-Business
1,117 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Discover Datazip, a comprehensive no-code data engineering solution designed for time-conscious analysts and operators. Simplify your data management process by consolidating dispersed data sources, u
- 46% Small-Business
- 31% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Integrate.io is a low-code data pipeline platform specializing in Operational ETL so companies can automate business processes and manual data preparation. Its four core use cases focus on: 1) F
- Data Engineer
- Data Analyst
- Information Technology and Services
- Computer Software
- 50% Mid-Market
- 32% Small-Business
4,322 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Anomalo is the AI-powered data quality platform that automatically detects, alerts, and helps resolve data issues before they impact analytics, reporting, or AI models. Built for modern enterprises, A
- Financial Services
- Computer Software
- 49% Enterprise
- 49% Mid-Market
543 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Our low latency data observability solution alerts about data issues, prevents their propagation, and highlights which applications are impacted. To foster a data-driven culture, automation of data
- 50% Mid-Market
- 40% Small-Business
259 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
SelectZero is a data observability platform that helps organizations understand, validate, and monitor their data across systems to ensure reliability, consistency, and usability. Being data-driven
- Financial Services
- 64% Mid-Market
- 18% Small-Business
