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Top Rated Big Data Software with Reporting/Analytics in 2026 - Page 5

Last updated: March 2026

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151 software options

Oracle NoSQL Database logo

Database management software for designing web & mobile apps

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Oracle NoSQL Database helps developers design web and mobile applications using key-value, document, and columnar databases. The platform enables users to run applications on Oracle cloud, on-premises, or other external cloud environments.

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MobiusFlow logo

Connect, Control, Communicate.

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Drive innovation, reduce costs and improve efficiencies with MobiusFlow and capitalise on the opportunities for connected data and automated device control using actionable insights. From initial concept through to full scale global deployment MobiusFlow Minimises risk, reduces time to market.

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Pepperdata logo

Autonomous Optimization and Full-Stack Observability

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Provides enterprises with a single source of real-time big data platform and application truth.

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Oncrawl logo

Cloud-based technical SEO data platform

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Oncrawl is a cloud-based technical SEO data platform for analyzing competitive websites. It collects and processes technical SEO data for large, complex sites to support digital strategy and search engine visibility.

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Agile Data Engine logo

Unlock the value of your data.

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Agile Data Engine is a dataOps management platform that helps users design, deploy, operate, and manage data products and data warehouse lifecycles. The solution combines data modeling, transformations, continuous delivery, and workload orchestration in a single platform.

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Atlan logo

Modern Data Workspace For the Workplace of the Future

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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Instaclustr Apache Kafka logo

Open source-as-a-service tool for Apache Kafka users

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Instaclustr Apache Kafka is an on-premise and cloud-based software designed to help Apache Kafka users handle and manage the configuration of clusters to facilitate application building and development processes. Supervisors can use the management console to gain an overview of real-time data streams using monitoring statistics and actionable analytics.

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AnswerDock logo

AI-driven and search-based analytics platform

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AnswerDock is an AI-driven big data analytics solution that uses Natural Language Processing to provide answers to business users' questions

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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SAP BW/4HANA logo

Enterprise data warehouse

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SAP BW/4HANA is an enterprise data warehouse based on SAP HANA. The solution is designed to simplify modelling and administration and includes an intuitive user experience. SAP BW/4HANA allows organizations to share data across the entire enterprise, streamline processes, and support innovations with a single source for real-time insights.

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Label Studio Enterprise logo

Data-centric AI with HumanSignal

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HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

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Tonic logo

Realistic test data generation for developers

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Tonic.ai offers a developer platform for data de-identification, synthesis, and provisioning to keep test data secure, accessible, and in sync across testing and development environments. Get the data you need to shorten your sprints, catch more bugs, and ship better products faster.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that lets business users access, blend, and explore data quickly, and apply advanced and predictive analytics techniques through a drag-and-drop experience that doesn't depend on IT or a data expert.

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EspressReport ES logo

Cloud-based BI solution to monitor key performance metrics

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ERES Cloud offers enterprise BI reporting, on demand KPI and performance management dashboards, data visualization and actionable insights via desktop & mobile

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BOEM logo

A data toolbox for business management & decision-making.

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BOEM is cloud-based software, specifically designed for managers, that collects, treats, and analyses data in real-time. Through KPI and artificial intelligence, it sends automatic reports and notifications to help businesses grow.

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Conversionomics logo

Data aggregation and automation technology tool

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Conversionomics is a powerful data aggregation and automation technology tool that can improve your data aggregation, automation, and visualization processes.

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Revenue AI logo

PaaS and virtual Center of Excellence for Revenue Management

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Cloud-based revenue management solution that provides actionable recommendations to optimize product portfolio and pricing/promo strategy to build profit margin and maximize ROI for CPG, Retail, Life Science, Medicine, and other sectors. The platform provides various features such as pricing management, strategy recommendations, notifications/alerts, artificial intelligence (AI), and predictive modeling.

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Incorta logo

Real-time analytics on raw business data

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Incorta provides a unified data and analytics platform that makes it quick and easy to unlock the full potential of business data from multiple complex source systems. By eliminating traditional data transformation, modeling and aggregation steps, it makes 100% of data instantly ready for analysis.

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AnyChart logo

Award-winning JavaScript charting library

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Award-winning JavaScript charting library. Enables developers to easily add stunning interactive charts and dashboards into any web, mobile, or standalone projects regardless of stack. Offers numerous built-in chart types, robust API and documentation, and enterprise-grade support.

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Lucidworks Fusion logo

Data discovery platform to conduct cognitive search

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Lucidworks Fusion is a cloud-based data discovery platform, which helps enterprises perform cognitive search and generate personalized insights and proactive recommendations. Features include authentication, visual usage analytics, data clustering, customizable dashboard, and A/B testing.

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Intelligent Engagement Platform logo

Customer engagement and experience software

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NGDATA offers an intelligent engagement platform that builds rich customer data profiles to create truly personalized customer experiences with in-built real-time interaction management.

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Lumada DataOps Suite logo

Data automation and management software

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Lumada DataOps unlocks business value by enabling businesses to operationalize data management with automation and collaboration. Lumada DataOps helps businesses build DataOps practices to improve operations via an intelligent data operations platform. Users can automate data pipeline scalability, lower costs, and activate production deployments through continuous integration and delivery across hybrid cloud environments.

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Sinequa logo

Data search and analytics platform for large enterprises

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Sinequa is a cloud-based and on-premise search and analytics platform designed to help large enterprises discover insights from structured or unstructured data by using artificial intelligence (AI) and machine learning technology.

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UniCourt Enterprise API logo

Your Single Source for Legal Data and Analytics

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The UniCourt Enterprise API delivers real-time state and federal court data via LegalTech’s only API-first platform for business development, litigation strategy, docket management, and more.

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Actian Data Platform logo

A fully managed cloud data platform service.

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Actian Data Platform is a vectorized, MPP, ANSI SQL compliant, RDBMS that runs on AWS, Azure, and Google Cloud.

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