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Machine Learning Software with Data Mapping (2026) - Page 2

Last updated: April 2026

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42 software options

TADA logo

AI-Driven Analytics Platform for Every Professional

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TADA is a cloud-based data modeling solution designed to help sales, marketing, R&D, and production teams collect information in small data sets to improve operational efficiency. The system uses machine learning technology to enhance hardware performance with prediction capabilities.

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ECIT Digital logo

Document processing platform

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ECIT Digital's document processing platform uses artificial intelligence and machine learning technologies to automate the processing of any document type, from invoices and receipts to contracts and HR documents.

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DATAmaestro logo

Optimize industrial processes with advanced analytics

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Optimize process performances thanks to Artificial Intelligence and Advanced Analytics.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Kili logo

Training data platform for enterprise AI

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Kili is a training data platform designed to help businesses in banking, manufacturing, and healthcare industries streamline the entire training process for artificial intelligence (AI) and machine learning models, from connecting with raw data sources to preparing models, processing information, and training. The platform enables organizations to handle multiple machine learning projects and process videos, images, text, and other types of data.

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Pecan logo

AI for Business

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Pecan is an automated predictive analytics platform that simplifies and speeds the process of building and deploying predictive models in various customer-related use cases, such as LTV, churn, NBO and segmentation.

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Revenue AI logo

PaaS and virtual Center of Excellence for Revenue Management

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Cloud-based revenue management solution that provides actionable recommendations to optimize product portfolio and pricing/promo strategy to build profit margin and maximize ROI for CPG, Retail, Life Science, Medicine, and other sectors. The platform provides various features such as pricing management, strategy recommendations, notifications/alerts, artificial intelligence (AI), and predictive modeling.

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TCS Customer Intelligence & Insights logo

Cloud-based tool for customer data management.

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TCS Customer Intelligence & Insights is an AI-driven customer analytics solution that helps organizations deliver personalized, relevant, and connected customer experiences. By leveraging data from multiple sources, the solution provides a 360-degree view of the customer, enabling businesses to gain actionable insights and make informed decisions.

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Infinia ML logo

Intelligent document processing for the enterprise.

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Infinia ML's proprietary library of pre-trained models and machine learning components accelerates time to value for customers, even when automating complex, unstructured document processing challenges. The platform uses practical applications of cutting-edge machine learning techniques to automate the identification and extraction of information of interest within unstructured documents.

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Intelligent Engagement Platform logo

Customer engagement and experience software

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NGDATA offers an intelligent engagement platform that builds rich customer data profiles to create truly personalized customer experiences with in-built real-time interaction management.

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Reltio Cloud logo
(0)

Web-based information governance and data management system

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Reltio Cloud is a web-based master data management service that serves companies of all sizes in the insurance, healthcare, retail, tech, finance, and travel sectors. Key features include data blending, visualization, capturing, transferring, high-volume data processing, and predictive analysis.

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Scribble Data Enrich logo
(0)

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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IBM Watson Knowledge Catalog logo
(0)

Business-ready data to feed analytics and AI projects.

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IBM Watson Knowledge Catalog is a cloud-based data management solution, which provides features such as automatic business term assignment, data quality visualization, column filtering, search recommendations, global search, data protection rules, and workflow history.

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Ambient Systems logo
(0)

Singapore-based financial analytics solution

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Ambient Systems is a Singapore-based deep tech startup that provides a data science platform for financial transformation of smart cities. It provides the smart cities industry with tools, technologies, and services needed to drive financial transformation forward in one straightforward platform.

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Rudol logo
(0)

Reliable Data Quality for your Company

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- Unified Catalog, make all your data accesible
- Automatic Validation of your Business Rules
- Find Anomalies using our Propietary AI
- Notify your team members automatically, in Slack or Microsoft Teams
- Trace data's journey with Lineage analysis
- Google Chrome extension

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DISQOVER logo
(0)

Life sciences knowledge discovery platform

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DISQOVER is a knowledge discovery platform developed for the life sciences industry. Using knowledge graph and semantic technologies, DISQOVER integrates siloed data to support organizations in accelerating their drug development activities.

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SAP Integration Suite logo
(0)

Integrate on-premise & cloud-based applications & processes

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SAP Integration Suite helps businesses of all sizes. With a subscription-based pricing model and built-in guided and systematic approach to defining, documenting, and governing integration strategies, it offers an easy way to connect on-premise and cloud-based applications and processes.

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