Pantomath 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.

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

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

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

The only data observability solution integrated into your dbt pipelines. Monitor data pipelines in minutes, in your dbt project. Elementary is built for and trusted by 5000+ analytics and data engineers.

Enterprise-grade data observability for modern and legacy data stacks

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

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.

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

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

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

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.

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

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

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

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

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

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.

BigPanda enables teams to transform IT operations with full-context AIOps. Resolve issues faster, improve service availability, and maximize efficiency.

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

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

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.

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

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

Unlocking deep insights with Full-Stack Observability, powerful SixthSense AI for Cognitive AIOps, Data Observability, and robust API Security.

Apache FlinkIntroducing a new development console that puts the full power of Apache Flink in the hands of your entire development team.

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

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

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

Middleware observability platform provides complete visibility into your apps & stack, so you can monitor & diagnose issues at scale.

What Is An Observability Pipeline?

Optimizing data infrastructure costs and performance, ensuring you get the most out of your data without sacrificing its business value.

RightData provides cutting-edge data solutions for businesses of all sizes. Optimize your raw data with our advanced data products platform powered by generative AI.

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!

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

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

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.

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.

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

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.

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

observIQ brings clarity and control to your existing observability data chaos. BindPlane observability pipelines reduce cost, simplify collection, and transform your telemetry data while sending to the right destinations.

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

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.

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

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

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

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

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

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

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

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

Explore WhyLabs, the leading platform for AI observability, LLM security, and model monitoring. Guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations.

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.

Atatus is a full-stack observability tool that let you identify the performance bottlenecks and helps you optimize your application at the right time. Try it for free!!

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

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

Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.

Carrier improves visibility into hybrid infrastructure, reduces MTTR, and proactively pinpoints issues before they reach critical status through a single pane of glass view using LogicMonitor.

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

Complete yet extensible BI tool for data preparation, analytics and reporting. Discover insights and opportunities with ease. Try it for free today.

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

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.

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

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

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

Kentik is the network observability company. Improve network observability, performance and security. Network performance monitoring and diagnostics for traffic, routing, synthetic testing, and cloud.

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

Observability and security for teams that love open source.

Monitor, manage, troubleshoot, and optimize your cloud environment with the leading cloud observability and management platform.

Discover data and metadata in seconds and develop data products and analytics that drive your business.

vFunction is the first AI-driven Architectural Observability Platform designed to improve application modularity, scalability, and engineering velocity by finding and fixing architectural technical debt (ATD).

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.

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

No-code SaaS data platform | Quantumics.AI

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

Connect, organize, visualize, and share your marketing data in a single platform. Built for marketing agencies and in-house marketing professionals.

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

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

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

Vector is a high-performance, end-to-end (agent & aggregator) observability data pipeline that puts you in control of your observability data. Collect, transform, and route all your logs, metrics, and traces to any vendors.

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

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.

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

xMatters service reliability platform helps DevOps, SREs, and Ops teams automate workflows, ensure infrastructure availability, and deliver products at scale.

Lumenore is an AI-powered business intelligence and analytics platform that helps businesses turn their data into actionable insights with no code software.

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

The Observability Pipeline that delivers monitoring as code on any cloud

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.

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

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.

Google Cloud’s operations suite is designed to monitor, troubleshoot, and improve cloud infrastructure, software, and application performance.

OnSolve has the only Platform offering AI, machine learning, a modern integration engine and a team of critical event management experts ready to stand by your side.

Resolve critical product and downtime issues before your customers are impacted. Zenduty integrates with all your monitoring tools and alerts your engineers via Phone, Slack, Push notifications, Email, SMS, and Microsoft Teams. You can organize all your incident communications, manage your on-call, brings in all your playbooks, and analytics in one place, and resolve incidents blazingly fast.

Datafi is an integrated data platform that empowers teams with business data on their terms - where and how they need it. Organizations of all sizes use Datafi to enable their employees to create real-time data-driven workflows and modern data applications to manage operations and gain insights into their operational data - all from an integrated data platform, securely accessible from anywhere, on any device.

Vendia's data automation platform delivers trusted business insights and complete data oversight, empowering you to integrate any system, anywhere.

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Unlock full potential of your data with Pentaho+ Data Integration - designed to seamlessly combine diverse data types from various sources into singular, coherent pipelines.