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Big Data Software with Ad hoc Analysis (2026) - Page 3

Last updated: April 2026

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59 software options

Atoti logo

Data analytics trusted by the world's financial institutions

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Led by product executives and technologists with deep experience in capital markets, Atoti offers a unique mix of data analysis and data management capabilities. With its transactional db and modern, multidimensional OLAP aggregation engine, Atoti is the fastest data software in financial services.

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Scribble Data Enrich logo

Build data products at the speed of ideas

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Scribble Data's Enrich platform allows you quickly transform raw data into outcome-oriented low-code data products. Its Hasper LLM-based engine helps generates proactive recommendations and bridges the gap between Generative AI, ML, and Advanced Analytics with context, and unmatched security.

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DataClarity Unlimited Analytics logo

Free, modern, enterprise-grade embedded analytics platform

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DataClarity Unlimited Analytics is the only free modern enterprise-grade embedded analytics and data platform that provides a self-service, powerful, secure, and seamless end-to-end experience.

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StarTree Cloud logo

Pioneering The User-Facing Analytics Revolution

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StarTree is a cloud-based software company that allows business customers to derive advanced insights on real-time and historical data.

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TIMi logo

Online system for developing analytical & predictive models

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TIMi is a unique platform for the development of analytical and predictive models. It consists of four tools that work together to improve your business including Anatella, Modeler, StarDust, and Kibella.

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SCIKIQ logo

We make AI possible for enterprises.

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SCIKIQ builds an AI Nervous System for enterprises, an Intelligence Layer that sits on top of existing data stack, it makes any enterprise or function Ready with intelligence along with conversational Analytics and KPI Deep Dive.

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Datazip logo

No-code data engineering platform for data teams

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Datazip is a self-serve data engineering platform that helps analysts, operators, and data engineers streamline data centralization and visualization while gaining valuable insights. It includes ETL capabilities, a data warehouse, and versatile data transformation tools. Users can centralize, organize, and analyze as well as set up a data infrastructure to gain complete visibility into data pipelines.

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API Server logo

Build enterprise-ready REST APIs from any database

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CData's API Server can be used to build REST APIs from any database including SQL Server, MySQL, DB2, Mongo, and others. API Server users can create fully-documented, discoverable APIs using existing enterprise data. This solution provides configuration options for database / data source connection plus authentication and permissions for increased security. It allows users to publish APIs locally or in the cloud. API Server can integrate with Microsoft Power BI and other popular systems.

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OPC Router logo

IoT and data management solution

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OPC Router functions as a comprehensive communication middleware designed specifically for Industry four point zero environments. The universal translator enables streamlined communication between diverse systems and protocols, integrating into existing automation and production environments. The platform connects all industry-relevant systems through powerful modular plug-ins, creating a central communication hub that automates data exchange across the entire production ecosystem.

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