Best BI on Hadoop Solutions

What is BI on Hadoop?

BI on Hadoop combines the extensive data storage capabilities of Hadoop with powerful analytics to deliver deep insights. Enterprises leverage it for data-driven decisions.

The top 5 BI on Hadoop solutions are Oracle Big Data Discovery Cloud Service, SAP Vora, Datameer, AtScale Adaptive Analytics (A3) and Arcadia Data, as ranked by PeerSpot users in May 2025. Oracle Big Data Discovery Cloud Service received the highest rating of 0.0 among the leaders. AtScale Adaptive Analytics (A3) is the most popular solution in terms of searches by peers, and Arcadia Data holds the largest mind share of 26.3%.

BI on Hadoop enables enterprises to manage and analyze vast amounts of data effectively. Using Hadoop's distributed computing, it accelerates data processing and supports complex queries. Industry solutions harness this power for real-time analytics and predictive modeling, driving better business outcomes.

What are the critical features?

Scalability: Easily handle large data volumes as data grows.
Fault Tolerance: Ensure data reliability with Hadoop's robust architecture.
Real-Time Analytics: Facilitate fast, data-driven decision-making.
Integration: Seamlessly connect with existing BI tools and data sources.

What benefits and ROI should users look for?

Cost Efficiency: Reduce storage and processing costs with Hadoop's open-source framework.
Enhanced Decision Making: Gain deeper insights through comprehensive data analytics.
Improved Agility: Quickly adapt to changing business needs with scalable solutions.
Time Savings: Speed up data processing and analysis tasks.

In industries like finance, BI on Hadoop enables fraud detection and compliance reporting. Retail leverages it for customer analytics, while healthcare uses it for patient data analysis and predictive health outcomes.

The combination of Hadoop’s data handling and BI’s analytical capabilities is crucial for enterprises aiming to make informed, data-driven decisions.

BI on Hadoop solutions mindshare

As of June 2025, in the BI on Hadoop category, the mindshare of AtScale Adaptive Analytics (A3) is 18.4%, up from 13.0% compared to the previous year. The mindshare of Arcadia Data is 26.3%, up from 13.0% compared to the previous year. The mindshare of Oracle Big Data Discovery is 15.8%, up from 8.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI on Hadoop

Top BI on Hadoop products

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#1 Ranked

Oracle Big Data Discovery Cloud Service

Oracle Big Data Discovery Cloud Service provides a set of end-to-end visual analytic capabilities that leverages the power of the Oracle Big Data Cloud Service and Apache Spark to turn raw data into business insight in minutes, without the need to learn specialist big data tools or rely only on highly skilled resources. The visual user interface empowers regular business analysts to find, explore, transform, blend and analyze data in the Oracle Big Data Cloud Service then easily share results.

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Oracle Big Data Discovery Cloud Service vs Datameer

SAP Vora

SAP Vora is an enterprise-ready, easy-to-use, in-memory, distributed computing solution that helps organizations uncover actionable insights from Big Data in Apache Hadoop. Because it runs directly on Hadoop and builds on the functionality of Apache Spark, it supports enriched, interactive analytics that business analysts, data scientists, and software developers can use to turn Big Data into real business value.

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Datameer

Datameer specializes in analysis of large volumes of data for business users of Apache Hadoop. The company's product, Datameer Analytics Solution (DAS), is a business integration platform for Hadoop and includes data source integration, an analytics engine with a spreadsheet interface designed for business users with over 200 analytic functions and visualization including reports, charts and dashboards. DAS is available for major Hadoop distributions including Apache, Cloudera, EMC Greenplum HD, IBM BigInsights, MapR, Yahoo! and Amazon.

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AtScale Adaptive Analytics (A3)

AtScale is the leading provider of intelligent data virtualization for big data analytical workloads, empowering citizen data scientists to accelerate and scale their business’ data analytics and science capabilities and ultimately build insight-driven

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Arcadia Data

Arcadia Data unifies visual analysis, data discovery and business intelligence native in Hadoop. Its unique on-cluster execution architecture runs analytics directly on your Hadoop nodes. No need to add hardware or pull standalone extracts.

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JethroData

Jethro is a performance acceleration engine that delivers interactive Business Intelligence (BI) on Big Data at Hadoop costs. Jethro accelerates Big Data performance with Tableau, Qlik, MicroStrategy as well as in-house BI applications. - Interactive Performance: Jethro delivers response in seconds on 10s of billions of rows—on any SQL query- High Concurrency: 1,000s of concurrent users can access the same data without impacting performance.- No Data Engineering: Jethro automatically handles all of the costly, ineffective and endless data engineeringJethro is data source agnostic and is compatible with any Hadoop distribution, AWS, EFS, Azure and almost any other data source.

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Oracle Big Data Discovery

Oracle Big Data Discovery is a new approach to making sense of Big Data, enabling anyone to find, explore, transform, and analyze big data. Rapidly discover new insights, then easily share results with other tools and resources in the big data ecosystem. Oracle Big Data Discovery leverages Apache Spark to offer high speed at massive scale, streamlining Big Data analytics to unlock new value for everyone.

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Zoomdata

Zoomdata, creators of the industry's fastest Big Data exploration, visualization and analytics platform, lets business users see and interact with data in all new ways.

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