Deep.BI Alternatives (September 2025)

Confluent makes it easy to connect your apps, data systems, and entire business with secure, scalable, fully managed Kafka and real-time data streaming, processing, and analytics.

Aiven simplifies cloud data infrastructure management by deploying open-source technologies across multiple clouds, enabling fast and confident creation of next-generation applications.

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

Aiven simplifies cloud data infrastructure management by deploying open-source technologies across multiple clouds, enabling fast and confident creation of next-generation applications.

Lenses is the leading enterprise-grade Developer Experience for any Apache Kafka, revolutionizing the way engineers build event-driven apps: Intuitive Kafka UI, open-source Kafka Connectors, fine-grained access controls.

Aiven for Apache Kafka – Managed event streaming Kafka service ✓ Microservices ✓ Event-driven architecture ✓ Streaming pipelines ✓

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

Build your application on Instaclustr's fully hosted and managed Apache Kafka as a service solution. Start your free trial now.

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

Realtime distributed OLAP datastore

Redpanda is a powerful, simple, and cost-efficient streaming data platform that is compatible with Kafka® APIs while eliminating Kafka complexity.

Data consolidation on the fly | Virtual database | Vendor-agnostic dashboards | BI and Big Data analytics on steroids

Aiven for PostgreSQL – Managed Postgres database service with Postgres extensions, database forking, connection pooling.

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

Enterprise-level digital analytics and customer engagement platform that helps enhance every customer interaction with data-driven insights.

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

Enterprise-grade data observability for modern and legacy data stacks

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.

Transform your business with the leading real-time analytics solution, trusted at scale, from the creators of Apache Pinot.

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

Apache Kafka: A Distributed Streaming Platform.

Qubole is the open data lake company . Open, simple and secure data lakes for machine learning, streaming analytics, data exploration, and ad-hoc analytics.

Build ClickHouse-based analytics applications that detect, analyze, and leverage real-time insights for any use case in any environment.

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

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

Engineered to handle demanding workloads, like time series, vector, events, and analytics data. Built on PostgreSQL, with expert support at no extra charge.

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

Cloudera delivers a hybrid data platform with secure data management and portable cloud-native data analytics.

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.

Explore the world's fastest database and analytics platform. Data-driven organizations choose KX for faster, more confident decision making.

Streaming Made Simple. Axual enables organizations to leverage Apache Kafka and the power of event streaming in a secure and simple way.

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

Discover the TIBCO® Platform––Messaging for seamless, real-time data distribution across your enterprise. Our platform offers diverse messaging components like TIBCO Enterprise Message Service™, TIBCO® Messaging Quasar, and more, ensuring high-performance, secure, and reliable data exchange for complex IT environments. Explore our solutions tailored for cloud integration, IoT, and event-driven architectures

IBM Event Streams is an event streaming software built on open-source Apache Kafka. It is available as a fully managed service on IBM Cloud or for self-hosting.

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

GoodData is an AI-fueled data analytics platform for creating customized data products with advanced interactive analytics capabilities.

QuestDB is the world's fastest growing open-source time-series database. It offers massive ingestion throughput, millisecond queries, powerful time-series SQL extensions, and scales well with minimal and maximal hardware. Save costs with better performance and efficiency.

Accelerate your eCommerce data and analytics journey with Saras Analytics. With our cloud data pipeline (Daton) and on-demand consulting services, get a 360° view of your customers!

Metric Insights’ Enterprise BI Portal is the leading BI governance platform that integrates all your BI tools, reporting, and metrics into a single, consolidated catalog of governed and certified assets. Metric Insights drives engagement with BI making it simple and practical for users to find, trust, and consume data.

Designed for applications, analytics and AI, SingleStore is the world's only real-time data platform to read, write and reason on petabyte-scale data in a few milliseconds.

Incorta is an open data delivery platform used for acquiring, processing, analyzing and presenting decision-ready data. Start exploring 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.

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.

Empower software engineers to prepare and deliver the most complex application data for analytics & AI, in minutes! Enjoy the cost savings and scale of a cloud-native Lakehouse, without the engineering pain.

We help people make meaning of numbers and turn them from data points to actionable insights that matter.

Open source deep learning training platform that enables data scientists to train better models, with built-in hyperparameter tuning and distributed training

A new open source Apache Hadoop ecosystem project, Apache Kudu completes Hadoop's storage layer to enable fast analytics on fast data

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

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

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.

Open. Flexible. Built to adapt to your team’s AI needs. DataRobot brings all your generative and predictive workflows together into one powerful platform. Quickly deliver AI that your business needs,, govern all your assets, and tap into world-class AI experts.

Build blazing fast search and AI applications in record time.

Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

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

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.

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

Rapidly create and deploy models for complex applications with VMware Tanzu Greenplum. Learn more about how to scale your enterprise analytics here.

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

Empower your business with Peliqan's all-in-one data platform. Visualize, analyze, and activate data to drive impactful decisions.

Red Hat OpenShift Streams for Apache Kafka makes it easier to create, discover and connect to real-time data streams regardless of where they exist.

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

Without trusted data, every decision is a risk. Enhance governance, accelerate analysis and automate documentation with a data intelligence platform for your data estate.

Zoho Analytics is a self-service business intelligence platform and analytics software that empowers you to create dashboards and analyze data. Sign up for free!

Real-time analytics database for instant aggregations and hybrid search. No more need for complex indexing strategies, everything is indexed automatically. Execute ad-hoc queries, perform hybrid search effortlessly, and boost developer productivity with native SQL.

Buster.Ai is your digital shield against misleading and deepfake contents that threaten your company's security and finances. Thanks to our SaaS platform with Generative AI and award-winning Large Language Models, we protect companies and governments against informational threats in two steps: preemptively alerting on risks before damage occurs and automatically taking counter-actions to contain and prevent new attacks. Thanks to Buster.Ai's B2B SaaS platform, CISOs and CMOs can take a preventive approach to crisis management before financial or reputational damage occurs.

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!

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.

Amazon MSK is a fully managed, secure, and highly available Apache Kafka service that makes it easy to ingest and process streaming data in real time at a low cost.

Teradata delivers harmonized data and trusted AI to the world’s largest enterprises.

Get HDInsight, an open-source analytics service that runs Hadoop, Spark, Kafka, and more. Integrate HDInsight with big data processing by Azure for even more insights.

Teradata delivers harmonized data and trusted AI to the world’s largest enterprises.

Make smarter decisions! Quasar is a software platform that can capture unlimited raw timeseries data and refine them on demand, unlocking a new level of insights and efficiency.

Turn data into insights with Sigma Computing, a cloud-based Business Intelligence (BI) platform. Elevate business decisions by analyzing data at scale for opportunities.

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

Make the most of your demand gen budget. Prove the value of every touch. Go where legacy attribution and web analytics tools simply can’t. RevSure's AI-powered insights will help you evaluate, predict, and build pipeline 3X faster.

Looking for a data integration platform? Start a free trial of Qlik Replicate (Attunity) unified data migration tool used by more than 2000 businesses.

Custom software solutions: web applications, backend systems & enterprise applications. Scala, Java, Big Data, Machine Learning, Blockchain.

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

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time....

biGENIUS-X automates the entire lifecycle of your analytical data solution to help your organization drive time to value, no matter your choice of approach.

Our API Management platform is fast, scalable, modern. Including an open source API Gateway, Analytics, Dev Portal and Dashboard.

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

<p>by Angela Guess According to a recent press release, “Accelerite, a provider of infrastructure software for digital transformation, today announced ShareInsights 2.0, an end-to-end, self-service big data analytics platform. Unlike other solutions, ShareInsights unifies the big data analytics stack, enabling data preparation (ETL), OLAP, visualization and collaboration — all via a single interface — giving […]</p>

Revolutionizing Training and Support with frontline.io Empowering organizations to improve productivity, reduce costs, and boost efficiency through cutting-edge Digital Twin, VR, AR, MR, and XR technologies. “0” coding required. Sign up for a Demo Watch Video click on a topic to read more Digital Twin Parts Catalog Remote Support Dynamic Workflow Virtual Training Real-time Analytics

The only open source, AI-ready graph database that gives developers the tools to quickly build distributed applications at scale.

Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs.

Breakthrough Digital Marketing Performance Data Management, Reporting, Dashboards, Monitoring and Call Tracking built for brands, agencies, and media companies. Sign up today for a free demo.

Qlik Sense offers modern analytics that empowers users at all skill levels to uncover insights and trigger actions when it matters. Go beyond the dashboard.

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

The Leading Managed Security Platform for the Cyber Resilient Enterprise™, providing advanced threat detection & response capabilities backed by experts.

Discover the power of Solidatus for effective data management, visualization, and exploration. An award-winning data lineage solution. Boost your data insights today. Language: US English

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

Launch AI apps for business intelligence that boost user engagement and drive actual impact. Quick integration. Cloud native. Data governance baked in.

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.

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

Qlik, now with Talend, delivers a data fabric and next-level insights with its end-to-end data integration, data quality, & analytics solutions.

Apache Beam is an open source, unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs). Dataflow pipelines simplify the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service). Beam also brings DSL in different languages, allowing users to easily implement their data integration processes.

Apache Eagle - Analyze Big Data Platforms For Security and Performance