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Top Rated Data Preparation Software with Reporting analytics - Page 4

Last updated: September 2026

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124 software options

Spotfire logo

Visual data science to make smart people smarter

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

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

AI-powered self-service BI platform that cleans, prepares, and transforms data to uncover meaningful business insights.

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Panoply logo

Data warehousing and transformation

Panoply is a managed cloud data warehouse with ELT data connectors and dashboarding capabilities, all in one easy to use platform

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TapClicks logo

A Unified Marketing Operations Platform Powered By Your Data

TapClicks delivers a unified digital marketing services, reporting, and analytics platform built for marketing agencies, media agencies, and enterprises

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Infor OS logo

Modern business intelligence and analytics platform.

Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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Domo logo

The Agentic Platform for the Intelligent Enterprise.

Domo, now part of Progress Software, is the agentic platform for the intelligent enterprise. It helps organizations connect and govern data, activate AI agents, apps, and workflows, and distribute intelligence through dashboards, embedded apps, mobile, and AI assistants.

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IBM Cognos Analytics logo

Business intelligence suite

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

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Insigna logo
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Insigna - Unified Digital Operations Platform™

Stay on top of your operations with real-time actionable intelligence delivered by Insigna - Unified Digital Operations Platform™.

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Experian Aperture Data Studio logo
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Unified data quality and governance.

Aperture Data Studio helps organisations build and maintain trusted, high-quality data at scale, enabling better decision-making while reducing risk. The data intelligence platform unifies data quality and governance, spanning data, models, and AI-driven use cases.

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OWOX logo

OWOX Data Marts - Free Forever Open-Source Self-Service Anal

OWOX Data Marts - Free Forever Open-Source Self-Service Analytics Platform

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Diver Platform logo

Data management and business intelligence (BI) platform

Diver Platform is a business intelligence (BI) & data management solution that provides businesses with insights & analysis of key business metrics. The platform offers tools for data integration, report generation, KPIs, data transformation, third party integration, governance & collaboration.

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VirtualMetric DataStream logo
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High-speed telemetry for SIEM optimization

VirtualMetric DataStream is a security data pipeline engine that optimizes SIEM operations. The platform normalizes raw logs into consistent schemas, automatically filters unnecessary data, and enriches telemetry with contextual information to improve threat detection capabilities.

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Coginiti logo

SQL analysis and database management software

Coginiti Pro is an SQL analysis software designed to help organizations create, manage, and reuse SQL queries to clean, transform, and analyze business data. It enables analysts to maintain data warehouses and connect the system with various databases such as Amazon, IBM, Microsoft, and more.

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BEEM logo
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Connect, transform, and analyze all your company data.

From automated reports to BI and all the way to AI, BEEM offers an end-to-end platform that helps your organization use your data securely.

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Omniscope logo

Unified data processing, analytics and reporting.

Business Intelligence and Data Analytics software for no-code data prep, analytics and visualisation, on any device.
Extensible with your Python/R/JS scripts and dataviz. Customisable to host branded data solutions and embedded analytics.
Look no further

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Signals Clinical logo
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Clinical data workflow management system

Signals Clinical streamlines clinical data workflows and reduces the time spent preparing data for analytics to enable the rapid delivery of clinical insights that inform clinical and operational study decisions. With a focus on optimizing efficiency and accelerating the generation of critical clinical insights, Signals Clinical is designed to empower researchers and clinicians to make informed decisions that drive progress in clinical development.

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Experian Phone Verification logo
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Validate global phone numbers in real-time with Experian

Experian Phone Validation: A fast, accurate tool to validate phone numbers from 250 countries and territories in real-time. It confirms number existence and provides key insights. Integrate for lower SMS costs, better customer experience and improved customer communication.

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Visier People logo

Cloud-based people analytics & workforce planning solution

Visier People is a cloud-based workforce planning & people analytics solution for businesses in healthcare, financial services, technology, energy, manufacturing & retail industries, which enables HR to use data intelligence measures to gain insight & improve retention, recruiting & motivation

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Embedded ERP logo

ERP solution for managing inventory levels and suppliers

Designed for eCommerce businesses, Embedded ERP is an enterprise resource management solution that helps streamline inventory, orders, and procurement management processes.

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Litmus logo

Email marketing, testing & tracking solution

Litmus helps agencies, designers and marketers to build, test, preview and track their emails for optimal email campaign effectiveness

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Pecan logo

AI for Business

Pecan is designed for any data-oriented teams, ready to gain the power of AI, without relying on limited in-house or external data science resources.

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Solvexia logo
(0)

Reconciliation software

Solvexia is the reconciliation platform built for complex, high-volume finance operations. It handles complex matching, connects every data source into one workflow, and maintains high match rates at scale, without IT dependency.

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bipp logo
(0)

Trust Your Data. Make Real-Time Decisions.

bipp is a modern business intelligence platform that lets you explore billions of records in real-time, create and share charts and dashboards in minutes.

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DataGroomr logo

Salesforce Deduplication Made Simple

DataGroomr uses Machine Learning to quickly find duplicates in Salesforce.

Data cleansing that's fast, easy, accurate, and reliable. Available on AppExchange.

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The Data Refinery logo

Data Doesn't Need to Be Difficult - Plug and play insights

Used by the next generation of British ecommerce retailers, The Data Refinery Unites your data, Informs your teams, and ensures you know your customer

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