Elementary Data Alternatives (September 2025)

Metaplane is a data observability platform that helps data teams know when things break, what went wrong, and how to fix it.

Use dbt to build reliable data models quickly and collaboratively—featuring version control, automated documentation, and integrated testing.

Monte Carlo’s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Sifflet allows you to get full visibility over data, metrics, metadata and lineage. Get ahead of data issues before they become business catastrophes.

Enterprise-grade data observability for modern and legacy data stacks

Datafold is the fastest way to validate dbt model changes during development, deployment & migrations. Compare data differences between development and production data with Datafold's Data Diff. Datafold enables data teams to ship faster and leave tedious QA behind.

Embed tests into your workflows and monitor data quality health any way you like–through out-of-the-box observability or declarative testing. Data Quality Management for Data Engineers, Producers, and Consumers.

Pantomath is a data pipeline observability and traceability platform for automating data operations and improving data reliability through automated real-time monitoring and cross-platform pipeline lineage.

Validio gives you Automated data quality and metrics monitoring. Get real-time insights and prevent anomalies from affecting your business.

Discover Acceldata's data observability platform to improve data reliability, optimize costs, and enhance operational efficiency across hybrid environments.

Kensu is a Data Observability solution that helps monitor data in real-time, cut resolution time in half, and restore trust in data.

Secoda is the all in one, active metadata platform for your data. Consolidate your data catalog, lineage, governance, and observability into a single platform.

DataLakeHouse.io (DLH.io) is a Data Orchestration and Data Security Platform built for People and Customer Insights. As an advanced end-to-end analytics platform it offers a suite of data tools including ELT and PII Data Security scanning, industry-specific pre-built Models using DBT and Google DataForm, combining analytics with Machine Learning to offer actionable insights and predictions for extremely effective business decision-making.

Datacoves is an enterprise dbt DataOps platform with hosted VS Code and Airflow. Implement data management best practices without compromising data security.

Anomalo's Data Quality Software uses automated AI to detect data quality issues and understand their root causes, before anyone else. Get started today!

Get out-of-the-box full stack monitoring and observability, expert guidance and actionable insights in a single intuitive interface with StackState.

Chronosphere is the only cloud native observability platform that helps teams quickly resolve incidents while controlling costs. Learn how.

Decube - Your data trust platform for the AI Era. Enhance data management, trust, and compliance with advanced tools and analytics.

IBM Databand is observability software for data pipelines and warehouses. It automatically collects metadata to build historical baselines, detect anomalies and triage alerts to remediate data quality issues.

Collibra helps organizations do more with trusted data. Our data Intelligence solutions include AI Governance, Data Catalog, Data Governance, Data Quality & Observability and more.

Telmai ensures that every data decision is based on reliable data. Telmai ensures data consistency across every sources system in your data pipeline.

Easily solve your most complex data pipeline challenges with Rivery’s fully-managed cloud ELT tool. Start a FREE trial now!

Keboola: All-in-one data platform, 700+ integrations, AI tools. Empower your teams with self-serviced data reports. Start your free project today.

Y42's Turnkey Data Orchestration Platform gives you a unified space to build, monitor and maintain a robust flow of data to power your business

Avo helps data and product teams guarantee event data quality upstream, so they can build great user experiences

Octopai - the leading automated data lineage, data catalog & discovery solution that enables BI & Analytics teams to find and understand their data quickly.

Go beyond data observability, to AI-powered actionability for optimization and automated governance.

Netdata is a distributed real-time, health monitoring platform for systems, hardware, containers & applications, collecting metrics. Zero configuration needed.

Empower your operations with Motadata: Unified Observability & IT Service Management. Gain insights, streamline tasks, & optimize performance

Datavault Builder | Agile Data Warehousing | Model Driven | Replacing up to nine tools | Simple Maintenance

Effortlessly centralize all the data you need so your team can deliver better insights, faster. Start for free.

Unlock the power of your data with Mozart Data's comprehensive data management solutions. Store, manage, analyze, and optimize your data with ease. Learn more today.

Matillion helps teams get data business-ready, faster. Thousands of enterprises trust us to load, transform, sync, and orchestrate their data in the cloud.

Mode is a collaborative data platform that combines SQL, R, Python, and visual analytics in one place. Connect, analyze, and share, faster.

Easily manage and analyze data with Panoply, the easiest cloud data platform. Try Panoply's no-code data warehouse for free & connect your data in minutes.

Generate infinite insights for all observability data at scale with Coralogix – when and where you need them – with no limitations

Deep.BI offers expert assistance in building and maintaining real-time analytics and observability platforms, powered by technologies like Apache Druid, Flink, and Kafka. With 7 years on the market, we've served over 50 enterprises globally, managing 200+ Druid & Flink clusters. Contact us for your next-gen data pipelines solutions.

Hevo provides Automated Unified Data Platform, ETL Platform that allows you to load data from 150+ sources into your warehouse, transform,and integrate the data into any target database.

Prophecy enables data users to ship trusted data products through a low-code data platform by turning visual design into high quality code applying software engineering best practices.

Atlan is an active metadata platform for modern data teams, that helps them discover, understand, trust, and collaborate on data assets.

Explore how our end-to-end SaaS solution for your data quality process and unique Expectation-based approach to testing can help you build trust in your data.

Lead your business fearlessly with data using Alation's industry-leading data intelligence platform. Discover, understand, & trust your data like never before.

Explore Airbyte, your go-to data integration platform and ELT tool. Seamlessly integrate, transform, and load data with our powerful, user-friendly solution.

De-risk and accelerate your database migration Datometry is the world’s first software platform that makes existing applications work with modern database technology, so you don’t have to change a line of SQL GET STARTED SEE DEMO Trusted by leading enterprises and partners Datometry Platform Hassle-free migrations Leave Teradata or Oracle and move to modern, cost-effective […]

Connect cloud services with dashboards, data warehouses, and data lakes. ETL, reverse ETL, and data replication all in one platform. No coding required.

Estuary Flow is the most reliable real-time data integration platform for ETL, ELT, CDC and streaming pipelines. Build and automate data pipelines. Try it free!

Kickstart your data integration projects with Astera Centerprise – an ETL platform to cleanse, transform, and consolidate disparate data.

Build, test, and deploy data products and data applications on Snowflake. Explore DataOps for Snowflake today.

CloverDX is a flexible, scalable and all-encompassing data integration platform. Discover how it can enhance your organization’s data processes.

Harness unparalleled operational insight with Apica's Observatory Platform. Designed for modern enterprises, our solution delivers scalable, powerful, and cost-effective APM monitoring for complex computing ecosystems.

VaultSpeed is the only solution that lets you automate every step of your cloud data warehouse, lakehouse or mesh. Setup, maintenance and beyond.

Select Star is an automated data catalog, data lineage, and data documentation platform designed for data discovery and data governance.

Adverity is the fully-integrated data platform for businesses to easily automate the connectivity, transformation, and governance of data at scale.

An enterprise-grade data integration platform built around data-products, making it easy and fast for Analytics and AI users to get ready-to-use data

Catalog and discover your data with Data Catalog, Data Dictionary, Business Glossary, Data Classifications and ER diagrams.

Unlock the full potential of Apache Airflow® with Astronomer’s managed platform. Ensure reliable data delivery, seamless integrations, and dynamic scaling to power your data products and AI. Trusted by top data teams globally.

'No-middleware' integration for enterprise platforms. Sync data directly between Snowflake and SaaS apps with Omnata Sync. Live-query your data warehouse from Salesforce with Omnata Connect.

Datalogz is a BI Ops solution that enables teams to bridge the gaps in their business intelligence environment.

TimeXtender is a holistic, metadata-driven solution for data integration, empowering you to build data solutions 10x faster while reducing costs by 70%.

Grafana is the open source analytics & monitoring solution for every database.

Integrate.io - Unify your data while building & managing clean, secure pipelines for better decision making. Power your data warehouse with ETL, ELT, CDC, Reverse ETL, and API Management.

Explore, visualize, and model data your way with Omni. From spreadsheets to SQL—in a single platform.

Learn more about Elastic Observability — the most widely deployed GenAI optimized observability solution. You get full stack visibility and actionable insights to go from real-time to proactive....

Lyftrondata is a leading data integration platform that enables enterprises to access, unify, and analyze data from any source in real-time.

Product Analytics for Your Cloud Data Warehouse

Spot any issue that impacts important business KPIs with Splunk APM. Accelerate MTTR by combining all the related data in intuitive visuals.

100% of your data for every possible need: o11y, security, analytics, and new insights.

Validate data collected by Analytics Tracking Tags in Websites & Mobile apps. Enterprise-grade quality assurance for Reporting, Consent & Privacy Compliance and Agile Development cycles.

groundcover - reinventing APM with eBPF. Monitor everything you build and run in the cloud without compromising on cost, granularity, or scale.

The Unified Data Lakehouse Platform for Self-Service Analytics and AI. Dremio provides the fastest SQL engine with the best price-performance for Apache Iceberg

Powered by an extensible data platform, Splunk Enterprise Security delivers data-driven insights so you can protect your business and mitigate risk at scale.

DataChannel is a cloud based data integration and reverse ETL platform to automate the data collection, preparation and management process of all your marketing, CRM, financial & operational data.

Observability and security for teams that love open source.

WhereScape RED automates data warehouse development with built-in best practices. Automate data integration, documentation, and deployment.

Insigna - The complete Platform for Real-time Analytics, Data Orchestration, Data Ops and Data Quality Automation

Sign up for free, no credit card required with New Relic the all-in-one observability platform for engineers to monitor, debug, and improve their entire stack.

datapine is an all-in-one Business Intelligence software that empowers everyone to explore, visualize, monitor and share their data like never before!

Trusted by the best in the business. Enterprise Data Management - Connect and integrate data from any data source in minutes.

Explore how OWOX BI empowers both data teams and business users with a reporting solution, ensuring data accessibility and decision-making across departments. Get Started Now!

The Observability Pipeline that delivers monitoring as code on any cloud

What Is An Observability Pipeline?

Helping the world learn from its data with event analytics everyone can use. Let’s build.

Mezmo is a cloud-based telemetry data pipeline that enables application owners to enrich, control, and correlate critical business data across domains.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

Astera Data Warehouse Builder helps you design, develop, and deploy your enterprise data warehouse with ease and at unprecedented speeds.

Talend Data Integration is an enterprise data integration tool to connect, transform, and manage data from different sources to deliver business value.

Find, Understand, Use your data assets. With CastorDoc, your data is well documented and discoverable by everyone on your team.

Using AI/ML, Observo.ai elevates observability and helps you reduce security and observability costs by 50% or more while resolving incidents 40% faster

IBM DataStage is a data integration tool that offers a visual interface for designing, developing and deploying data pipelines.

Data Automation is the achilles heels of Observability, AIOps, Security and Service Management. AI Driven End-to-End Network Operations

AI Driven Workflows | Elementum - The only workflow platform native to Snowflake. Faster, cheaper, and more secure Data Driven Workflows powered by your Data Cloud.

Gain end-to-end observability into your applications, infrastructure, and network both on cloud and hybrid environments with Azure Monitor.

StreamSets data integration platform is a single interface for creating, reusing and sharing data pipelines to unlock your data without ceding control.

Acure.io is not just another monitoring system, it is an AIOps solution that integrates ALL other log and alert monitoring systems.

Empowering true performance with an end-to-end data platform to connect, transform, analyze, visualize and share data - and do it in days, not months.

With Domo, you can use data and insights delivered in data experiences to multiply your business impact and drive your business forward.

Shape the future of apps with AppDynamics cloud monitoring and Cisco Secure Application. Start your 15-day free trial today

Splunk IT Service Intelligence brings a unique approach to monitoring and troubleshooting. True AIOps predicts future incidents and automatically updates alerts.

The software BiG EVAL combines Data Validation and Testing for data-centric projects for more reliability and value of enterprise data.