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Top Rated IoT Analytics Software with Mac

Last updated: September 2026

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36 software options

Checkit logo
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Cloud-based workflow management platform

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Checkit Operations Management is a cloud-based and on-premise workflow automation platform designed to help businesses in the healthcare, retail, pharmaceutical, and various other industries monitor employees, assign tasks to team members, manage stock placement, and more.

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Netdata logo

The open-source observability platform everyone needs

Monitor your servers, containers and apps with high-resolution, real-time monitoring.

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Rayven logo

Operational software for an AI-powered world.

Rayven turns fragmented IT, OT + IoT data into an AI data fabric - then lets you build custom apps, AI agents, automations, and dashboards on top. Works alongside existing systems. Two to 12 weeks to go-live.

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Secomea logo

Secure Remote Access solution purpose-built for OT equipment

Secomea is a Secure Remote Access (SRA) solution purpose-built for industrial networks and OT equipment.
Over 9.500 customers around the world use it every day across thousands of sites to manage remote access to their machines and prevent downtime.
Let us help you defend your factory floor.

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SnapGIS logo

IoT platform for asset tracking and monitoring

Operational analytics platform with custom dashboards, fuel and CO₂ reporting, driver behaviour insights, dwell time monitoring, utilization tracking, and live reporting for smarter asset management decisions.

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Flex83 logo

Application enablement platform for software developers

Flex83 is designed to help businesses streamline development, validation, and deployment of software. The internet of things (IoT) system allows software developers to automate workflows, build custom dashboards, organize digital assets, and configure logic rules via a unified platform.

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Datadog logo

Cloud-based observability & security for all sizes

Analyze all your IoT devices in minutes with Datadog. Get a comprehensive view of the health of your devices in aggregate or drill down to troubleshoot specific regions, device types, software versions, or individual IoT devices. Monitor IoT metrics, logs and more in 1 place. Get started in minutes.

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Sensolus logo

Asset tracking and IoT solution

Sensolus empowers industries to manage non-powered assets like containers and trailers with its IoT solution. Rugged trackers, edge intelligence, and a cloud platform create digital twins of assets, providing unparalleled visibility across the supply chain.

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Elastic Stack logo

Distributed search and analytics solution

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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Dynatrace logo

All-in-One Application Performance Monitoring

Dynatrace Ruixt is an all-in-one application performance monitoring

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Machine Learning on AWS logo

Machine learning and AI solutions from AWS

AWS provides machine learning (ML) and artificial intelligence (AI) solutions designed to help businesses analyze data insights, personalize the customer experience, optimize business processes, and more.

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BangDB logo

Converged NoSQL database with AI,Stream for fast moving data

The ongoing rapid data trend is changing the way data is consumed, processed and analysed, proving most of the existing tools and platforms insufficient/unsuitable. BangDB is a novel converged NoSQL Database, designed to handle the emerging use cases with ease at scale for real-time predictive data.

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SkySpark logo

IoT Data Analytics Platform

SkySpark is an IoT data analytics platform that is designed to identify issues in equipment systems operation through automated analytics of operational data. SkySpark Analytics analyzes data from smart devices and equipment systems in order to identify issues and anomalies, enabling improved performance.

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HiperIoT logo

HiperIoT is an innovative and comprehensive iiot platform.

HiperIoT is an advanced IoT (Internet of Things) platform that revolutionizes the way businesses manage and optimize their connected devices. With a user-friendly interface and powerful features, HiperIoT empowers organizations to seamlessly monitor, control, and analyze their IoT ecosystem in real.

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New Relic logo

Performance testing and monitoring management software

Unlock the full potential of IoT with New Relic's real-time analytics and advanced monitoring for software engineer practitioners.

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The Asset Guardian (TAG) logo

AI-powered EAM - Tackle Downtime Now

TAG Mobi with mobiMentor AI boosts wrench time, helps prevent downtime, and turns IoT signals into automated action.

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AppDynamics logo

Application Performance Management (APM)

AppDynamics Application Intelligence platform empowers today’s software-defined businesses with the ability to proactively manage and optimize complex software environments in real time. It’s more than monitoring—it’s true Application Intelligence with cloud or on-premise deployment flexibility.

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Ubidots logo

Powerful but simple Industrial IoT.

Ubidots is an IoT platform that helps end users, system integrators, and OEMs with condition monitoring, predictive maintenance, cloud SCADA, energy management, environmental compliance, and more.

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Guidewheel logo

AI-enabled and cloud-based factoryOps platform

Guidewheel is a cloud-based and AI-enabled factoryOps platform that enables factories to reach sustainable peak performance. The platform provides visibility across all operations and helps deliver return on investment (ROI).

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GoodsTag logo
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IoT solution

GoodsTag is an enterprise IoT platform that helps businesses transform products into unique digital identities, enhancing traceability, customer engagement, and supply chain security. With API integrations and GS1 compliance, GoodsTag enables teams to drive efficiency and scalability for businesses of all sizes.

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StatStream logo
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Computerized maintenance management system

StatStream: Smart CMMS to streamline maintenance, track assets, manage work orders, and collaborate effortlessly—all in one app!

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Elastic Observability logo

Full-stack observability platform

Elastic Observability is a software that allows users to monitor their business's health and performance. Elastic Observability offers a wide range of features, including monitoring, alerting, reporting, and analytics.

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Visual KPI logo
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Real-time monitoring, dashboards, and alerts for operations

Visual KPI is real-time operations monitoring software that reads data live from multiple sources and makes it instantly available on any device with a web browser. It delivers actionable data to operationally driven real-time businesses wherever they are - KPIs, dashboards, alerts, trends and more.

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OverShield logo
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IoT system for life sciences cold storage

OverShield by Predictive Monitor is a monitoring solution that uses IoT sensor technology and AI analytics to detect equipment anomalies in cold-storage facilities for life sciences companies. The platform provides early warning alerts, weekly health reports, and cloud-based performance tracking for applications including stability rooms, cold rooms, walk-in freezers, ultra-low freezers, and reach-in chambers.

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Thingsboard logo
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Read more about Thingsboard

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