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Artificial Intelligence Software with ML Algorithm Library (2026)

Last updated: April 2026

Key features of Artificial Intelligence Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Natural Language Processing: Reviewers highlight the ability to create human-like, engaging content and personalized responses, making communication more effective and relatable. 93% of reviewers rated this feature as important or highly important.
  • Machine Learning: Users emphasize the continuous improvement of content quality and efficiency through pattern recognition, data analysis, and learning from previous interactions. 93% of reviewers rated this feature as important or highly important.
  • Chatbot: Reviewers appreciate the ease of setup, customization, and ability to handle customer queries, which enhances user experience and operational efficiency. 89% of reviewers rated this feature as important or highly important.
  • Predictive Analytics: Users value the capability to forecast trends and outcomes using historical data, aiding in decision-making and improving operational efficiency. 89% of reviewers rated this feature as important or highly important.
  • Process/Workflow Automation: Reviewers note the time-saving benefits and efficiency gained through automating repetitive tasks and integrating with existing tools. 87% of reviewers rated this feature as important or highly important.
  • Multi-Language: Users highlight the importance of reaching a global audience by supporting multiple languages, enhancing accessibility and user engagement. 80% of reviewers rated this feature as important or highly important.
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48 software options

Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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UiPath logo

(RPA) AI-powered hyperautomation Robotic Process Automation

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UiPath Robotic Process Automation is a cloud-based solution which helps businesses & government organizations design & manage attended & unattended automation tasks to streamlining front-office activities. UiPath RPA lets users store multiple licenses in a unified database for future reference.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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ServiceNow Customer Service Management logo

Automate requests and deliver effortless experiences

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ServiceNow Customer Service Management (CSM) is a comprehensive product designed simplify and improve the customer service experience. With CSM, companies can streamline their processes, automate their workflows, and provide self-service options for customers to engage on their channel of choice.

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Admin By Request logo

Local admin rights, managed.

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Endpoint privilege management with just-in-time admin elevation, full auditing, and secure remote access for Windows, macOS, and Linux. Anti-malware file scanning, SSO and MFA enforcement, ML and AI automation, temporary local admin accounts, and a full inventory and detailed auditlog.

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Anaconda logo

Open-source data science platform

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Anaconda is an open-source data science platform designed for enterprises, academic institutions, government agencies, and individuals. It provides the tools to help data scientists and engineers develop applications and production-scale, performant machine learning applications with Python.

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Cheat Layer logo

Cloud-based business automation solution

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Cheat Layer builds automation for you from end-to-end in simple, natural, language using a custom trained GPT-4 model. It builds and schedules automation for you just like a conversation with an engineer.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Clickworker logo

AI training data collection and categorization specialists

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clickworker has a full managed service to customize the collection, categorization and evaluation, tagging and annotation, of your AI training data. Some of the more popular services include datasets and text creation, data categorization, sentiment and text analysis, search relevance, and surveys.

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Y Meadows logo

Automate support requests that are slowing your team down!

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Y Meadows helps enterprises serve their customers and employees faster and more effectively than ever before using AI and custom NLP models to automate tasks that slow them down. For example, Y Meadows AI solution can automatically route, enrich, and resolve messages with zero human intervention!

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OpsVeda logo

Operations Management System

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OpsVeda enables organizations to make smarter, faster business decisions and achieve unprecedented operational efficiency.

It transforms every customer’s operations with Data and AI powered automation.

Users foresee challenges and opportunities in their their execution and create maximum impact.

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UniFi logo

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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Appen logo

Artificial intelligence (AI) & machine learning (ML) tool

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Appen is the global leader in AI training data. We power AI innovation, building a future driven by cutting-edge advancements in smart technology. Most of today’s interactions between consumers and AI are supported by Appen.

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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Recombee logo

AI-powered real-time content and product recommendations

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Recombee is a high-tech recommender system as a service providing content and product personalization. Powered by AI and deep machine learning, our recommendations are generated in real-time, ensuring the most accurate content for all clients’ site visitors.

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Dataiku logo

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

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Fixzy Assist logo

Remote virtual assistant solution

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Disrupting traditional methods by providing a easy to use visual assistance solution so that organisations can reduce costs, improve customer service which will reduce carbon emissions and delivery better staff wellbeing and compliance

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Comet logo

Machine learning platform

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Comet provides a self-hosted and cloud-based meta machine learning platform allowing data scientists and teams to track, compare, explain and optimize experiments and models.

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Fosfor Decision Cloud logo

AIOps platform to build and design machine learning models

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Fosfor Refract is a AIOps platform that helps businesses leverage AI technology to create and design machine learning (ML) models. The platform provides a suite of tools and services to help businesses create and deploy ML models faster. Fosfor Refract’s AI-powered solution enables organizations to automatically discover, monitor and orchestrate their IT infrastructure.

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CrossEngage logo

Customer Data and Prediction | Maximize Your Customer Values

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CrossEngage offers a no-code predictive modeling solution to predict the Customer Lifetime Value, create intelligent audiences, and enable true customer centricity.

Using predefined algorithms, you can easily create and scale predictive models for CLV, churn, second-order, and more.

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DataRobot logo

Automated enterprise AI and machine learning platform

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DataRobot is an automated machine learning platform enabling businesses to build and deploy machine learning models and create advanced AI applications with AI and ML experts. The platform captures best practices and safeguards to accelerate and scale new and existing data science capabilities.

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RapidCanvas logo

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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Clarifai logo

AI-based data analysis and visual recognition solution

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Clarifai is an AI-based solution, which helps businesses manage processes related to data organization, analysis, and visual recognition using machine learning technology. The customizable AI models let users detect explicit content as well as predict various attributes across web pages.

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Pachyderm logo

The Leader in Data Versioning and Pipelines for MLOps

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Pachyderm is the leader in data versioning and pipelines for MLOps. We help data science teams operationalize the data tasks in their ML lifecycle to iterate on data more quickly & reliably. Pachyderm’s data foundation allows data science teams to automate & scale their machine learning lifecycle.

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Hopsworks logo

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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