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:
Best Data Observability Software At A Glance
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- 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
435 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
- 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
1,251 Twitter followers
- 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
- 57% Small-Business
- 24% Mid-Market
655 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
1,112 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
We help customers plan, implement, and govern their event-driven infrastructure.
- Financial Services
- 55% Mid-Market
- 30% Small-Business
740 Twitter followers
- 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
4,414 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Mezmo, headquartered in San Jose, CA, is fundamentally changing how engineering teams manage telemetry data. Our platform provides an open and flexible telemetry pipeline that allows you to centralize
- Software Engineer
- CTO
- Computer Software
- Information Technology and Services
- 64% Small-Business
- 31% Mid-Market
1,769 Twitter followers
- Overview
- User Satisfaction
- Seller Details
The leader in enterprise data quality monitoring. Anomalo provides automated deep data quality monitoring and foundational data observability. With Anomalo, data teams and business stakeholders can de
- Financial Services
- Computer Software
- 49% Enterprise
- 49% Mid-Market
527 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
DQLabs redefines data management with Semantics and GenAI powered Modern Data Quality Platform, empowering organisations to transform raw data into reliable, actionable insights. Our automation-first,
- Computer Software
- Information Technology and Services
- 72% Mid-Market
- 17% Enterprise
245 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
262 Twitter followers
- Overview
- User Satisfaction
- Seller Details
SixthSense Data Observability is a sophisticated data observability solution designed to help users effectively manage, monitor, and optimize their data pipelines. This product addresses the critical
- 57% Enterprise
- 43% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Rooted in the collective wisdom of the Apache Flink community and addressing the unique challenges faced by enterprises, Datorios is the first data observability platform for Apache Flink, empowering
- 60% Mid-Market
- 50% Small-Business
39 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Dash0 is the only OpenTelemetry Native observability platform built with developers in mind. With granular, resource-centric monitoring, Dash0 provides real-time visibility across your applications an
- Computer Software
- 63% Small-Business
- 25% Mid-Market
1,810 Twitter followers
