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Machine Learning Software with Role-Based Permissions (2026)

Last updated: April 2026

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56 software options

Google Cloud logo
Category Leaders

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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MySQL logo

One database service for transactions, analytics, and ML

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MySQL is a relational database management system (RDBMS) designed to help businesses record, update, and manage data and deploy cloud-native applications. Features include data masking and de-identification, multi-document transaction support, intrusion detection, alerts & configuration management.

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ArcGIS logo

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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Docebo logo

AI learning platform with skills intelligence

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Docebo Learning Platform is a cloud-based LMS enabling organizations to create, deliver, and manage training for employees, customers, and partners. It offers AI-powered content tools, skills intelligence, automated management, and a marketplace with 30,000+ courses. Features include gamification, social learning, virtual coaching, analytics, and enterprise integrations, supporting use cases like onboarding, compliance training, and customer education.

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Reputation logo

Reputation management solution for multi-location businesses

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Reputation is a reputation management solution, that helps multi-location businesses monitor and improve online ratings, reviews, customer experience, traffic, and more. Its centralized dashboard lets companies collect data and provides a 360-degree view of online and offline reputation.

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Snowflake logo
Category Leaders

Cloud data platform for tech professionals and businesses

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Snowflake is a cloud data platform that can enable critical data workloads and secure collaboration. This solution can be used to run data across multiple regions for a single, unified experience across a business ecosystem. Using a multi-cluster shared data architecture, Snowflake provides access to the same data without affecting business performance. The platform can scale to any volume of data and number of users.

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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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Dext logo

Powerful bookkeeping software for small businesses.

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Dext is an AI-powered bookkeeping platform that automates data capture from receipts, invoices, and e-commerce platforms like Amazon, Shopify, and Stripe. It streamlines pre-accounting, improves accuracy, and integrates with tools such as Xero, QuickBooks, and Sage.

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Teramind logo

Employee Monitoring, Insider Threat & Data Loss Prevention

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Teramind is an employee monitoring, insider threats detection and data loss prevention solution. Track all activity and productivity of employees, privileged users, remote workers to prevent IP and data leaks.

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Admin By Request logo
Category Leaders

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
Category Leaders

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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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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Heap logo

All-in-one solution for creating great digital experiences.

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Heap is the only solution that shows you every action by every user on your product or site, then provides direction on the improvements that will most impact your business. With One-Click Session Replay & Autocapture, teams can quickly improve conversion, retention, and customer delight.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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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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KNIME Analytics Platform logo

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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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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Idiomatic logo

Use data to turn feedback into features with confidence.

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Idiomatic is the only customer feedback analytics solution that takes the time to train custom models on custom training data from each individual client we work with.

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Cauliflower logo

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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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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Lityx logo

Machine learning platform

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The Lityx platform, LityxIQ, delivers simplified AI for organizations of any size, offering true decision intelligence at all points of an enterprise in a no-code environment. LityxIQ combines automated machine learning with mathematical optimization in a single platform to automate decision-making.

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Moveo.AI logo

Power the Toughest Conversations

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Moveo.AI powers enterprises’ toughest conversations with goal-driven AI agents—enhancing efficiency, CX, and financial outcomes.

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Talla logo

AI-powered automation solution for streamlining support

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Talla facilitates integration with existing third-party applications and workflows to help businesses develop machine learning models of routine tasks, resolve frequent queries, and improve the productivity of agents.

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Introhive logo

Grow revenue, relationships, and retention.

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AI powered SaaS platform enabling businesses to grow and realize the full value of their relationships and underutilized data.

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