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Machine Learning Software with Predictive Analytics (2026) - Page 5

Last updated: April 2026

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126 software options

RapidCanvas logo

RapidCanvas

Real AI transformation, accelerated.

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Trusted partner for enterprise AI from concept to execution at scale. Human-led, agent-executed.

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TIMi logo

TIMi

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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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Hopsworks logo

Hopsworks

Machine learning (ML) application building platform

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Hopsworks is an Open-source Enterprise Feature Store, a productivity platform for the development and operation of Machine Learning (ML) pipelines at scale. Users can easily manage their AI data for features and models for feature, training and inference pipelines.

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Scribble Data Enrich logo

Scribble Data Enrich

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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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ARES logo

ARES

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No-code AutoML and MLOps software

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ARES automates machine learning, letting businesses build production-ready models for predictions and optimization without coding.

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insmartbot logo

insmartbot

Serve your customers on all channels with AI.

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Apply cognitive technology to customer service processes. Provide decisive communication channels simultaneously and independently 24/7 at each point of contact, wherever your customers are.

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Solvemate logo

Solvemate

Enabling meaningful conversations.

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Solvemate enables brands to deliver quality customer service through meaningful conversations.

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Attivio logo

Attivio

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Cognitive Search and Discovery

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Attivio's award-winning Active Intelligence EngineTM (AIE) is powering today's critical business solutions with a new approach to unifying information access. By extending enterprise search capabilities across documents, data and media, AIE brings depth, insight and agility to business applications and websites. With information-driven workflow, automatic updates and alerts in real time, AIE affects business processes when it matters - at the convergence of business decisions and actions

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Solvice logo

Solvice

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The best solutions for Decision Automation.

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Solvice building blocks make it easy to integrate optimization technology into any application.

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UniFi logo

UniFi

UniFi — One system, limitless use cases.

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UniFi is one platform with limitless use cases across every department. With limitless use cases, innovative features, and the ability for end users to create bespoke apps without coding knowledge, UniFi is the one system that does it all.

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Cloudalize logo

Cloudalize

Virtual desktop infrastructure platform for businesses

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Cloudalize is a graphical processing units (GPU)—enabled virtual desktop infrastructure (VDI) platform designed for government organizations and businesses in the construction, manufacturing, real-estate, media and entertainment, and education sectors.

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Seebo logo

Seebo

Predict and prevent losses in production yield and quality.

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Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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Nyckel logo

Nyckel

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Cloud-based image and text classification software

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Nyckel is a cloud-based platform for image and text classification that helps users train and iterate on their own rules and data for tagging images rather than relying on static models. By connecting Nyckel to the workflow using their Classification API, users can simply send an image or text request, and Nyckel will provide them with the corresponding label and confidence level.

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PrediCX logo

PrediCX

Machine learning labelling engine

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PrediCX by Warwick Analytics is an automated predictive analytics tool for text which uses machine learning to classify and label text-based data

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Obviously AI logo

Obviously AI

No-Code Machine Learning

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Obviously AI is the fastest and easiest tool to build AI models in minutes, no coding required.

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KNIME Analytics Platform logo

KNIME Analytics Platform

Make sense of data, together

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KNIME enables users to analyze, upskill, and scale data science without the need for coding. It's a complete platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

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Serviceware Performance logo

Serviceware Performance

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Corporate performance management solution

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As a business performance management tool, Serviceware Performance helps you in planning and forecasting, analysis, reporting, and more.

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DATAmaestro logo

DATAmaestro

Optimize industrial processes with advanced analytics

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Optimize process performances thanks to Artificial Intelligence and Advanced Analytics.

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Intelligent Engagement Platform logo

Intelligent Engagement Platform

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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Cauliflower logo

Cauliflower

Turn open feedback into insights—fast, smart, and scalable.

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Cauliflower is an AI-powered platform for analyzing open-ended survey responses, reviews, and qualitative feedback. It offers topic detection, sentiment and driver analysis, multilingual support, dashboards, and API access—ideal for research and CX teams seeking scalable text analytics.

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FirstLanguage logo

FirstLanguage

API for building NLP based applications

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FirstLanguage API is a SaaS-based API service, which enables individual developers or a company to build applications that require NLP tasks.
FirstLanguage API is specifically designed to be generic and can be used by any industry. Specific industry fine-tuning is also possible.

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DISQOVER logo

DISQOVER

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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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Altair SLC logo

Altair SLC

Data mining and analysis software

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Altair SLC (formerly WPS Analytics) runs programs written with SAS language syntax without translation and without licensing other third-party products. Altair SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses.

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ArcGIS logo

ArcGIS

Mapping & analytics system for visualizing data by location

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ArcGIS by Esri is an integrated suite of geographic information system (GIS) software, providing a compliant platform for spatial analysis, data management, and mapping, with ArcGIS Online offering a web-based solution accessible anywhere, anytime for the creation & sharing of 3D map visualizations

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Valohai logo

Valohai

Private Deep Learning Platform

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Valohai is a private deep learning management platform that helps enterprises to automate their deep learning infrastructure. The platform enables data scientists to manage machine orchestration, pipelines, and version control automation, with data visualization & real-time monitoring.

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