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Top Data Observability Software - United States

Data observability refers to the comprehensive monitoring, management, and understanding of an organization's entire data ecosystem. These tools enable businesses to better manage their data by identifying and resolving real-time data issues, providing complete visibility into the health of their data systems. Data observability helps accelerate data adoption across various departments, empowering organizations to make data-driven decisions that enhance overall performance. The concept of data observability draws from best practices in DevOps, applied to the management of inaccurate, incomplete, or erroneous data. These practices, including optimizing logs and gaining real-time insights, help ensure the creation of reliable and trusted data across the entire data stack—covering data sources, data warehouses, ETL processes, machine learning (ML) tools, business intelligence (BI) platforms, and more. Data observability tools are integral to DataOps platforms, which combine various data management tools into a unified, integrated environment. These platforms streamline development and operations in data workflows, with data observability software specifically focusing on monitoring the health of data pipelines and systems. Unlike traditional monitoring software, which tracks pre-defined metrics to spot bugs, data observability emphasizes real-time detection and resolution of issues. It differs from data quality software in that its primary goal is to reduce the frequency of data incidents while speeding up resolution times. Ultimately, strong data observability leads to improved data quality across the modern data stack.

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Mozart Data

Mozart Data

mozartdata.com

Being data-driven has never been easier. Your full-service modern data platform for centralizing, organizing, and analyzing your data. Get set up in an hour and start working with our data analysts.

Mezmo

Mezmo

mezmo.com

Mezmo, formerly LogDNA, is an observability platform to manage and take action on your data. It ingests, processes, and routes log data to fuel enterprise-level application development and delivery, security, and compliance use cases.

Dagster

Dagster

dagster.io

From pull request to production. Effortlessly. The enterprise orchestration platform that puts developer experience first, with fully serverless or hybrid deployments, native branching, and out-of-the-box CI/CD.

Monte Carlo

Monte Carlo

getmontecarlo.com

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 Platform is an end-to-end solution for your data stack that monitors and alerts for data issues across your data warehouses, data lakes, ETL, and business intelligence. The platform uses machine learning to infer and learn your data, proactively identify data issues, assess its impact, and notify those who need to know. By automatically and immediately identifying the root cause of an issue, teams can easily collaborate and resolve problems faster. Monte Carlo also provides automatic, field-level lineage and centralized data cataloguing that allows teams to better understand the accessibility, location, health, and ownership of their data assets, as well as adhere to strict data governance requirements.

Y42

Y42

y42.com

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 analytics and AI applications. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions reliably and efficiently.

SYNQ

SYNQ

synq.io

Synq is the data reliability platform for teams that own business-critical data. Detect errors across your data stack, figure out who is involved, manage incidents and resolve them in a single workflow. Synq helps you operationalize your analytics data – turning it into data products with business impact. Our platform, deeply integrated with dbt, delivers precise anomaly detection, a robust ownership model, incident management, issue resolution, and more – for teams that power business-critical use cases.

Metaplane

Metaplane

metaplane.dev

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 monitoring their data in minutes. We’re backed by world-class investors and advisors, including Y Combinator, Khosla Ventures, HubSpot, Clearbit, Okta, Flybridge, and Drift. Metaplane helps you build trust in your company's data, increase your team's awareness of the state of data quality, and ultimately save engineering time. Key features include anomaly detection, usage analytics, data lineage, and custom SQL tests. Integrations include Snowflake, Redshift, BigQuery, dbt, Looker, Mode, Metabase, Tableau, Postgres, MySQL, Slack, and PagerDuty.

Dash0

Dash0

dash0.com

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 and infrastructure. Its simple, transparent pricing and seamless integration with open standards like Perses, PromQL, and Kubernetes make it a breeze to use. Dash0 helps you quickly spot issues and optimize performance with actionable insights from logs, traces, and metrics, all in one place.

SquaredUp

SquaredUp

squaredup.com

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 everything that matters. Bring together data from across your tech stack without the headache of moving the data. Unlike other monitoring and observability tools that rely on a data warehouse, SquaredUp leaves your data where it is, plugging directly into each data source to index and stitch the data together using a data mesh. Teams have one place to go where they can search, visualize, and analyze data across all their tools. Take control of infrastructure, application, and product performance with unified visibility. Learn more at squaredup.com What you get: > Cutting-edge data visualization > Access to 100+ data sources > Any custom data source via Web API > Multi-cloud observability > Cost monitoring > Unlimited dashboards > Unlimited monitors Key features: > Out-of-box dashboards > Simple, flexible dashboard designer > Real-time monitoring > High-level roll-up views > Object drill downs > Notifications (Slack, Teams, email, etc.) > SQL analytics Free for up to 3 users. Head over to SquaredUp - The Unified Observability Portal to learn more >>> https://squaredup.com/ We also have a dedicated SCOM product, Dashboard Server for SCOM. See our product page to learn how we help to transform SCOM with end-to-end visibility >>> https://ds.squaredup.com/ To find out what plan is best for you, go to >>> https://squaredup.com/pricing/

Digna

Digna

digna.ai

Digna, powered by Artificial Intelligence, revolutionizes data quality management in Data Warehouses & Co. Serving as your vigilant partner, Digna meticulously inspects all deliveries to your data warehouse and data lakes, monitoring your data quality with real-time alerts for anomaly detection.

Great Expectations

Great Expectations

greatexpectations.io

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 managed SaaS solution while harnessing the power of the world's most popular data quality framework. With GX Cloud, data teams can work quickly, collaborate effectively, and always know what to expect from their data. GX Core is our open source Python offering, and the world's most popular data quality framework. It's a powerful, flexible data quality solution that empowers data teams to communicate better and take action effectively. At its heart are Expectations: verifiable assertions about your data that create clear and expressive data quality tests.

Datorios

Datorios

datorios.com

Born from decades of expertise in elite Israeli intelligence forces, we understand both the velocity and impact of real-world and real-time data. Datorios is at the forefront of transforming corporate data usage, offering a Development Experience (DX) that transmutes raw information into actionable insights at unrivaled speeds. Rooted in the collective wisdom of the Apache Flink community and addressing the unique challenges faced by enterprises dealing with streaming data, Datorios is designed to empower data engineers. It empowers them to tackle everyday hurdles, supercharge productivity, and cultivate a collaborative ecosystem for all data stakeholders. Tune in for updates as we de-stress streaming data operations - making them simple, engaging, and incredibly efficient.

Orchestra

Orchestra

getorchestra.io

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 collection to allow Data Teams spend less time fixing broken things and more time on what matters: building. Orchestra decouples orchestration from the rest of your stack which allows you to get all the power of a fully-featured workflow orchestrator without any of the pain. Build DAGs, connect up your stack, make a ☕ sit-back and relax The platform removes boilerplate orchestration logic and adds powerful metadata so data teams deliver robust, scalable data products backed by enterprise orchestration and observability. Find our more at: https://www.getorchestra.io/

Matia

Matia

matia.io

Matia is a data operations platform that streamlines data management through unified ingestion, reverse ETL, observability, and catalog. Designed for seamless collaboration, Matia empowers organizations and the data teams that power them faster, smarter decisions with less tool bloat.

Seemore Data

Seemore Data

seemoredata.io

Seemore Data is an end-to-end data efficiency platform, built to attribute and optimize both investment and return throughout all data pipelines and your entire stack - Low-touch, continuous data cost control - Efficient, high-performing data teams - More time and resources to innovate We streamline your data operations so you can focus on your data strategy. Seemore Data empowers data engineers and team leaders to spend less time on cost-spikes, troubleshooting and maintenance, and more time creating kick-ass data products. Seemore Data surfaces bottom line actionable insights by automatically identifying inefficiencies and anomalies across all data operations - helping you resolve issues quickly and design smart, efficient workflows.

Bigeye

Bigeye

bigeye.com

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 enterprises to finally get a complete view of their data pipelines across modern and legacy data stacks, to use data observability to find and fix issues at the source, and to give their business teams reliable analytics they can trust. Bigeye is trusted by data-driven companies like USAA, Zoom, Hertz, Cisco and ConocoPhillips.

Decube

Decube

decube.io

Decube is a data observability platform that helps data teams better understand the health of data in their system and prevent data quality incidents. decube provides three core modules: automated data quality monitoring, metadata discovery through data cataloging and checking of data diff via data reconciliation feature. Includes connections to popular data sources with no-code deployment such as PostgreSQL, Google Big Query etc.

Datafold

Datafold

datafold.com

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 affect production. Datafold’s proactive approach to data quality helps data teams gain visibility and confidence in the quality of their analytical data through data profiling, column-level lineage and intelligent anomaly detection. Datafold also helps automate regression testing of ETL code with its Data Diff feature that instantly shows how a change in ETL or BI code affects the produced data, both on a statistical level and down to individual rows and values. Datafold integrates with all major data warehouses as well as frameworks such as Airflow & dbt and seamlessly plugs into CI workflows.

Telmai

Telmai

telm.ai

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-structured data, Telmai automatically detects anomalies, drifts, and data quality issues in real-time without sampling, ensuring reliable data for business intelligence, analytics, and AI workloads. Telmai's open architecture enables seamless data quality monitoring across the entire pipeline, integrating with over 250 systems, including data lakes, warehouses, streaming sources, and cloud storage. This provides deep insights into the health, accuracy, and consistency of data in complex environments. Telmai’s low-code interface empowers both business and technical teams to define custom metrics, automate remediation workflows, and ensure data is always actionable and reliable.

Datazip

Datazip

datazip.io

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, utilizing ETL, data warehousing, and transformation capabilities. With Datazip's intuitive platform, create a dependable, scalable data infrastructure in a mere 45 minutes. Experience swift data connections, robust querying, and smooth exporting to drive insightful decision-making.

Secoda

Secoda

secoda.co

Secoda is the fastest way to explore, understand, and use data. Companies like Chipotle, Cardinal Health, Kaufland, and Remitly use Secoda to get visibility into the health of their entire stack, reduce costs, and help their data teams run more efficiently. Powered by AI, Secoda creates a single source of truth for an organization’s data by connecting to all data sources, models, pipelines, databases, warehouses, and visualization tools. Secoda consolidates multiple tools into a single data management platform to simplify your data catalog, metadata management, lineage, governance, monitoring, and observability processes. Regardless of technical ability, it is the easiest way for any data or business stakeholder to turn their insights into action.

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