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Big Data Software with Real-Time Data (2026) - Page 3

Last updated: April 2026

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104 software options

AWS for Data logo

Analytics and database management solutions from AWS

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AWS for Data includes analytics, data center, and database management solutions that help businesses extract insights from data faster, combine and replicate data across multiple data stores, manage infrastructure for data lakes, and implement machine learning and predictive analytics.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Knowage logo

Open-source suite for analytics and business intelligence

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KNOWAGE is the open source analytics and business intelligence suite that allows businesses to combine data coming from different sources such as traditional RDBMS, big data, NoSQL, open data, SolR indexes, cloud data, private files, or external data services in a single interactive view.

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Zuar Runner logo

Take data from many systems into one analytics destination!

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Collect, transform, model, stage, report, monitor and distribute. Zuar Runner automates the flow of data from hundreds of potential sources into a single destination for analytics.

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Open Automation Software logo

Industrial Internet of Things (IoT) solution

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Open Automation Software is an open-architecture industrial Internet of Things (IoT) solution that helps businesses connect any data source to Web, NET, databases, and other open data format destinations or applications. It provides several developer tools, APIs and SDKs, allowing administrators to build and customize integrations, tag configurations and data feeds.

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What's The Price logo

Empowering Negotiations with Real-Time Cost Insights.

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WTP provides a detailed view on product cost structures using big data. It covers 3,000+ raw materials across 365 industries in 160 countries, streamlining should-costing and aiding informed negotiations with insights on price trajectories, industry cost drivers, and volume impacts.

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CoolPlanet logo

Business intelligence software designed for factories

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Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

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Sailthru logo

Marketing automation for media & publishing and retail.

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Sailthru by Zeta is a marketing automation software and multi-channel personalization tool that serves media and retail brands. The software allows you to personalize customer experiences on every channel, including email, website, and mobile.

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Qrvey logo

Embedded Analytics for SaaS Companies

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Qrvey is the embedded analytics platform designed specifically for SaaS companies.

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Upsolver logo

Data lake platform, on-premises or in the cloud

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Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

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Chaossearch logo

Turn your AWS S3 into a hot, searchable analytic data lake.

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CHAOSSEARCH is a fully managed log analytics platform for big data that leverages your AWS S3 as a data store. Our revolutionary technology radically lowers costs for analyzing log data at scale (i.e. Big Data!), passing those savings on to you! Try CHAOSSEARCH for your big data analysis challenges!

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Amazon EMR logo

Big Data Processing with Spark, Hive, and Presto

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Amazon EMR is a big data analytics platform that makes it easy to quickly and cost-effectively process vast amounts of data.

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Datameer logo

Datameer Cloud: Your Data Transformation Solution

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Datameer Cloud simplifies data transformation for data engineers. Optimize analytics, job management, and data accessibility with ease.

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BEYABLE logo

#1 CRO Platform

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Turn abandoning and hesitating visitors into customers by on-site behavioral targeting. Huge bunch of marketing scenarios and options available.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Leverage Hadoop platforms and AWS, Azure, GCP and OCI big data cloud services

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Leadspace logo

Take back control of your sales and marketing data.

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Leadspace is the leading B2B Customer Data Platform. Innovative companies like Microsoft, AMEX and RingCentral use the Leadspace CDP to power more effective and high-performing inbound/outbound marketing, ABM, and sales ops efforts that increase revenue.

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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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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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Alooma logo

Data pipeline as a service

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Alooma's data pipeline as a service exports, transforms & loads data into BigQuery, Redshift, and Snowflake for analytics, AI, machine learning, BI & reporting

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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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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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