---
description: Page 2 - See the list of the best Data Preparation Software solutions in South Africa. Capterra offers software prices, reviews, and features to help you find the best software for your business.
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title: Page 2 - Data Preparation Software - Prices & Reviews - Capterra South Africa 2026
---

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# Data Preparation Software

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> Tools for discovering, analyzing, and maintaining the quality of data.

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## Products

1. [datapine](https://www.capterra.co.za/software/133176/datapine) — 4.9/5 (27 reviews) — Powerful, lean BI software offering an intuitive drag \& drop interface and best-in-class data visualization \& dashboard features.
2. [TeamMate Analytics](https://www.capterra.co.za/software/143131/teammate-analytics) — 4.5/5 (26 reviews) — Use data analytics to inform planning, test against full data sets, spot hidden risks, and add credibility to your reports.
3. [Adverity](https://www.capterra.co.za/software/162524/datatap) — 4.5/5 (26 reviews) — Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.
4. [Luzmo](https://www.capterra.co.za/software/180092/luzmo) — 4.6/5 (26 reviews) — From data to decisions, rapidly fast. Embed beautiful, easy-to-use dashboards in your SaaS product in days, not months.
5. [Vantage](https://www.capterra.co.za/software/133231/teradata-database) — 4.3/5 (25 reviews) — Teradata Vantage leads in data analytics with a full cloud solution for real-time insights and data-driven decision-making.
6. [CleverMaps](https://www.capterra.co.za/software/174128/cleveranalytics) — 4.7/5 (25 reviews) — Location Insights you can trust.
7. [Gathr](https://www.capterra.co.za/software/1022917/gathr) — 4.8/5 (22 reviews) — Gathr.ai helps enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.
8. [SAS Studio](https://www.capterra.co.za/software/1030867/sas-studio) — 4.5/5 (22 reviews) — SAS Studio is an interactive development environment tool that uses a web-flow designer to orchestrate data and workflows.
9. [Piwik PRO](https://www.capterra.co.za/software/150623/piwik) — 4.6/5 (21 reviews) — Piwik PRO Analytics Suite is an advanced platform that provides a suite of modules centered on data analytics, activation, and privacy.
10. [Altair Monarch](https://www.capterra.co.za/software/122116/monarch-professional) — 4.6/5 (21 reviews) — Seamless no-code data discover and transform to support efficient data analysis and machine learning predictions.
11. [Panoply](https://www.capterra.co.za/software/168034/panoply) — 4.0/5 (21 reviews) — Panoply - a managed cloud data warehouse with ELT data connectors and dashboarding capabilities
12. [Yellowfin](https://www.capterra.co.za/software/74874/yellowfin) — 4.6/5 (20 reviews) — Yellowfin is the only embedded analytics platform that combines action based dashboards, automated analysis and data storytelling.
13. [Funnel](https://www.capterra.co.za/software/156756/funnel) — 4.7/5 (19 reviews) — Marketing intelligence solution that helps businesses aggregate data, enable reporting and modeling, and export it to any destination.
14. [Feedonomics](https://www.capterra.co.za/software/1017340/feedonomics) — 4.6/5 (19 reviews) — Optimize product listings everywhere people are shopping online, including Google Shopping, Facebook, Amazon, eBay, Walmart, and more.
15. [Labellerr](https://www.capterra.co.za/software/201456/labellerr) — 4.6/5 (17 reviews) — A saas end to end ML assisted data annotation solution for building AI/ML models 10x Faster with managed workforce
16. [Oracle Analytics Cloud](https://www.capterra.co.za/software/170920/oracle-analytics-cloud) — 4.2/5 (16 reviews) — The Oracle Analytics platform is a complete analytics solution with embedded ML that delivers insights for all data to any role.
17. [Inzata](https://www.capterra.co.za/software/178411/inzata) — 4.7/5 (15 reviews) — Inzata Analytics: Build your entire data warehouse in less than one day. Unify, model, \& present all of your data, from ANY source.
18. [Kinective Bridge](https://www.capterra.co.za/software/202253/omniconnect) — 4.5/5 (15 reviews) — Easily connect your core with best-of-breed fintechs to scale digital transformation, modernize operations, \& increase client delight.
19. [Rulex](https://www.capterra.co.za/software/1014572/rulex) — 4.9/5 (15 reviews) — Rulex Platform is a people-centric decision intelligence platform creating tailored business solutions with accessible technology.
20. [SplashBI](https://www.capterra.co.za/software/159904/splashbi) — 4.8/5 (14 reviews) — With SplashBI - Blend, report, visualize, and analyze ALL your DATA in a single platform. Let your data help drive your business.
21. [4MDG](https://www.capterra.co.za/software/1045823/4mdg) — 4.8/5 (14 reviews) — Master data management platform that helps businesses centralize, profile, and access data from multiple sources.
22. [DigitalRoute](https://www.capterra.co.za/software/1036704/usage) — 4.8/5 (13 reviews) — DigitalRoute automates data prep, ensuring accurate, enriched usage data for billing, analytics, and seamless business integration.
23. [AnalyticsCreator](https://www.capterra.co.za/software/1062778/analyticscreator) — 4.9/5 (13 reviews) — AnalyticsCreator - The metadata-driven design studio for automating data products, models, and BI artifacts.
24. [Rivery](https://www.capterra.co.za/software/181206/rivery) — 5.0/5 (12 reviews) — Rivery is an ETL platform that gives you full data control through data ingestion, transformation, orchestration, and management.
25. [SAS Viya](https://www.capterra.co.za/software/1043140/sas-viya) — 4.4/5 (12 reviews) — SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure.

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## Related Categories

- [Data Discovery Software](https://www.capterra.co.za/directory/31129/data-discovery/software)
- [Big Data Software](https://www.capterra.co.za/directory/30851/big-data/software)
- [Dashboard Software](https://www.capterra.co.za/directory/30839/dashboard/software)
- [Data Management Software](https://www.capterra.co.za/directory/31003/data-management/software)
- [Analytics Reporting Software](https://www.capterra.co.za/directory/30053/reporting/software)

## Links

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-----

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Our flexible UI integration, comprehensive APIs, and security integration give you all the options you need to deliver a fully embedded, white-labeled BI solution.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/72602e4b-b2aa-45ec-b8e6-14b91949f9cc.png","url":"https://www.capterra.co.za/software/74874/yellowfin","@type":"ListItem"},{"name":"Funnel","position":13,"description":"Funnel is a marketing intelligence platform that helps businesses centralize data from various  sources. The platform allows managers to deliver analysis-ready data to warehouses, unifying marketing, analytics, and sales information. It supports advanced measurement techniques like marketing mix modeling and multi-touch attribution. Automated reporting generates branded, real-time reports, enabling teams to onboard clients and deliver customized outputs.\n\nData Chat provides instant answers and actionable insights through conversational AI. 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The hassle of switching cores or burning through in-house dev hours to integrate systems can be a slow, time-consuming process.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/6d3e2da0-57c1-4234-9a90-2584ff24c7ef.png","url":"https://www.capterra.co.za/software/202253/omniconnect","@type":"ListItem"},{"name":"Rulex","position":19,"description":"Rulex Platform is a data management and decision intelligence platform designed to build, monitor, integrate, run, and maintain enterprise-level solutions based on business data using logical flows. It consists of two core integrated products, Rulex Factory and Rulex Studio, that enable full lifecycle management within a single environment, from designing flows in a drag-and-drop WYSIWYG interface to deploying solutions in production and visualizing results in dynamic executive reports for stakeholders.\nBy orchestrating data smartly and leveraging decision intelligence such as mathematical optimization, eXplainable AI, rule engines, and machine learning, Rulex Platform can address complex business challenges, improving process efficiency and decision-making. \nSolutions can be easily integrated with any third-party system and architecture through APIs, smoothly deployed into any environment via DevOps tools, and scheduled to run through flexible flow automation.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/20ae50d6-3a73-4522-864f-980c2561f071.png","url":"https://www.capterra.co.za/software/1014572/rulex","@type":"ListItem"},{"name":"SplashBI","position":20,"description":"SplashBI: Business Intelligence & Data Visualization\n\nSplashBI is a BI and Data Visualization platform that helps organizations make data-driven decisions. It provides a seamless way to create reports, visualizations, and trends across multiple systems like Oracle, SAP, and PeopleSoft.\n\nWhy SplashBI?\nIntegrating with various systems, SplashBI’s user-friendly interface allows both technical and non-technical users to generate reports and dashboards across departments.\n\nKey Features:\n\n1) Ad-Hoc Reporting\nEasily create and modify reports with a drag-and-drop interface.\n\n2) Pre-Built Dashboards\nAccess customizable, pre-built dashboards for HR, Finance, and more.\n\n3) Data Integration\nUnify data from various sources for better insights.\n\nApplications:\n\n1) HR Analytics\nTrack engagement and DEI&B metrics.\n2) Finance\nGenerate real-time financial reports.\n\nOur Vision\nSplashBI simplifies analytics, empowering data-driven decisions for growth.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/bb7993ca-cf33-48f3-853d-2cfe483ff034.png","url":"https://www.capterra.co.za/software/159904/splashbi","@type":"ListItem"},{"name":"4MDG","position":21,"description":"4MDG, a Brazilian startup that has developed a cutting-edge master data management software.\nOur software solves the problem of disorganized and inconsistent data across a variety of platforms, allowing companies to easily manage and maintain their data in one centralized location. With 4MDG, businesses can streamline their data processes, improve data quality, and make better decisions based on accurate and up-to-date information.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/7955a7ee-497d-483e-8c9c-7c6b969ea6b5.png","url":"https://www.capterra.co.za/software/1045823/4mdg","@type":"ListItem"},{"name":"DigitalRoute","position":22,"description":"Beyond Standard Data Preparation: DigitalRoute’s Advantage\n\nMost Data Preparation tools focus on basic cleansing & formatting, but they fail to handle complex usage data at scale—leading to errors, inefficiencies, & revenue leakage.\n\nDigitalRoute automates the entire data preparation process, transforming raw, fragmented usage data into clean, structured, and monetizable information for billing, analytics, & other business systems. The platform decodes complex data formats, normalizes diverse data sources, & enriches records w/ business context, ensuring system-ready outputs.\n\nUnlike traditional ETL & data prep solutions, DigitalRoute goes beyond extraction & transformation—it also validates, deduplicates, & correlates data in real-time or batch processing modes. This ensures consistent, high-quality data, reducing manual intervention & accelerating the quote-to-cash cycle.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/5c5f82cf-92a8-4e98-9a04-158429bb247f.jpeg","url":"https://www.capterra.co.za/software/1036704/usage","@type":"ListItem"},{"name":"AnalyticsCreator","position":23,"description":"AnalyticsCreator The metadata-driven design studio for data product engineering.\n\nAnalyticsCreator automates every step of your data preparation and modeling pipeline. It empowers teams to visually design metadata-driven data products using top-down, bottom-up, or hybrid methodologies like Kimball and Data Vault. Whether you need to ingest, transform, or orchestrate across Azure Data Factory or SSIS, AC eliminates manual coding and applies consistent design standards.\n\nWith flexible deployment (on-prem or cloud), AC integrates into your BI and DevOps stack—supporting CI/CD, version control, and automated artifact generation for Power BI, Tableau, and Qlik. Its visual interface enables rapid prototyping, governed delivery, and full lineage tracking for modern data platforms like Azure Synapse, SQL Server, and Microsoft Fabric.\n\nFrom preparation to production, AnalyticsCreator accelerates delivery, improves governance, and transforms your data team into a product-driven powerhouse.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/9253743b-33a0-400c-ac7f-5133860d19b6.png","url":"https://www.capterra.co.za/software/1062778/analyticscreator","@type":"ListItem"},{"name":"Rivery","position":24,"description":"Rivery’s SaaS platform provides an end-to-end solution for data ingestion, transformation, orchestration, and operations with built-in support for your entire development and deployment lifecycle. \n\nMoving beyond the traditional ETL platform, Rivery speeds up the entire DataOps workflow with automation and process simplification in a single SaaS platform. \n\nThe world’s leading companies, including Bayer, Mars, and American Cancer Society, trust Rivery with their data.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a21ed36a-8964-4ff7-99c6-e7078ed0c34b.png","url":"https://www.capterra.co.za/software/181206/rivery","@type":"ListItem"},{"name":"SAS Viya","position":25,"description":"SAS Viya is a cloud-native data and AI platform that streamlines analytics workflows from data management to model deployment. It connects to diverse data sources with built-in governance and lineage tracking, ensuring seamless access and auditability. Teams can prepare and transform data while maintaining transparency.\n\nThe platform supports the model lifecycle with tools for automated machine learning, statistical modeling, and AI development. The SAS Viya Copilot offers intelligent assistance for data and AI tasks.\n\nOrganizations can deploy models into workflows using business rules and real-time event detection. SAS Viya integrates with Python, R, Java, and REST APIs, supporting deployment on AWS, Azure, Google Cloud, or on-premises infrastructure. It fosters collaboration with governance ensuring compliance and oversight.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/22936991-b5fd-4428-8f97-fdcb44259d5d.jpeg","url":"https://www.capterra.co.za/software/1043140/sas-viya","@type":"ListItem"}],"@id":"https://www.capterra.co.za/directory/32747/data-preparation/software?page=2#itemlist","numberOfItems":25}
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