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Big Data Software with Data Discovery (2026) - Page 2

Last updated: April 2026

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125 software options

Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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IBM Cognos Analytics logo

Business intelligence suite

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IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

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CRM Analytics logo

Cloud-based and on-premise data analysis solution.

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CRM Analytics is a cloud-based and on-premise data analysis platform, which helps small to large businesses in finance, healthcare, life sciences, communications, manufacturing, consumer goods, and other sectors extract, visualize, connect, share, and clean data. Features include machine learning (ML), natural language processing (NLP), artificial intelligence (AI), forecasting, predictive modeling, and drag-and-drop data visualization.

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Forestpin Analytics logo

Cloud-based financial risk management solution

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Forestpin Analytics is a data analytics platform designed to help businesses mitigate operational risk and gain actionable insights from their data. The solution leverages outlier detection and machine learning algorithms to highlight hidden patterns and anomalies within the data.

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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MicroStrategy Analytics logo

Intelligence Everywhere

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MicroStrategy ONE integrates the power of generative AI with the precision of BI and Analytics.

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SAS Visual Analytics logo

SAS gives you THE POWER TO KNOW®.

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Access, profile, cleanse and transform data in SAS Visual Analytics using self-service data preparation capabilities with embedded AI. SAS Visual Analytics offers self-service data preparation, visual discovery, interactive reporting, and dashboards--as well as easy-to-use analytics with governance.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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SingleStore logo

Database management solution

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SingleStore is a database management solution that helps businesses ingest, analyze, store, deploy, manage, secure, and integrate data across systems. It allows administrators to manage data in various formats including relational SQL, geospatial, full-text search, and JSON.

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Statgraphics Centurion logo

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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Anodot logo

We monitor your business

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Spot Revenue-Critical Incidents in Real-time

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Numerik logo

Data-driven sales mastery at your fingertips

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Numerik harnesses big data to provide sales teams with deep, actionable insights. Our platform processes vast datasets, turning them into valuable intelligence for strategic decision-making.

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Crashlytics logo

Crash reporting solution for iOS and Android developers

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Mobile developers have no visibility into how their apps perform in customers’ hands. Until now. Crashlytics is an elegant tool to a big data problem. Most powerful, yet lightest weight crash reporting solution, we find the needle in haystack, even the exact line of code that your app crashed on.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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Byteplant Address Validator logo

Standardize, Validate and Correct Postal Addresses Worldwide

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Address Validator provides accurate verification, standardization, and formatting of postal addresses from over 240+ countries worldwide in real-time.

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Blossom Sky logo

Federated AI Learning and Data Analytics

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Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

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SCALUE logo

Business performance management software

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SCALUE is a business-performance management software that helps procurement teams gain real-time insight into total spending to discover hidden costs and inefficiencies across business processes. Administrators can categorize unstructured procurement data and monitor key performance indicators (KPIs).

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Talend Data Fabric logo

Talend, a leader in cloud data integration & data integrity

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Talend Data Fabric offers a single suite of apps to help enterprises collect, govern, transform and share data, enabling users to shorten the time to trusted data.

Over 4,250 organizations across the globe have chosen Talend to help them turn all their raw data into trusted data.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Dataiku logo

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

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Dataedo logo

Data catalog and database documentation tool

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Dataedo is a data catalog and database documentation tool. It supports metadata management and data governance through data dictionaries, business glossaries, database diagrams, data profiling, data lineage, and more.

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