---
description: Discover and compare IoT Analytics Software Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
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title: IoT Analytics Software for Mac - Price comparison & Reviews - Capterra Canada 2026
---

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# IoT Analytics Software

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> IoT analytics helps businesses analyze and visualize sensor data from various internet-connected devices. It enables business to evaluate historical data to predict future outcomes, track the performance of machinery, and provide predictive maintenance recommendations.

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## Products

1. [UpKeep Edge](https://www.capterra.ca/software/1044734/upkeep-edge) (0 reviews) — UpKeep Edge leverages secure gateways, sensors and advanced analytics to gather asset intelligence for smooth business operations.
2. [Datadog](https://www.capterra.ca/software/135453/datadog-cloud-monitoring) — 4.6/5 (369 reviews) — Datadog IoT Monitoring enables you to monitor IoT performance and availability for distributed device fleets. Get started in minutes.
3. [New Relic](https://www.capterra.ca/software/118128/new-relic) — 4.5/5 (201 reviews) — Unlock the full potential of IoT with New Relic's real-time analytics and advanced monitoring for software engineer practitioners.
4. [Dynatrace](https://www.capterra.ca/software/81932/dynatrace) — 4.6/5 (86 reviews) — Dynatrace provides software intelligence to simplify cloud complexity and accelerate digital transformation.
5. [TRACTIAN](https://www.capterra.ca/software/1013326/tractian) — 4.8/5 (85 reviews) — Online Monitoring and Asset Management in one place. Track your machines and manage your operation with automatic insights and full access through your cell phone or tablet.
6. [Elastic Stack](https://www.capterra.ca/software/149304/elasticsearch) — 4.6/5 (70 reviews) — Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.
7. [AppDynamics](https://www.capterra.ca/software/129168/appdynamics) — 4.5/5 (43 reviews) — AppDynamics enables enterprise digital transformations by actively monitoring, analyzing and optimizing complex applications at scale.
8. [Vorne XL Platform](https://www.capterra.ca/software/176096/xl-productivity-appliance) — 5.0/5 (29 reviews) — XL is a bolt-on OEE solution that can monitor any production process. XL is installed on 45,000+ processes, try it for 90 days on yours
9. [Elastic Observability](https://www.capterra.ca/software/1021168/logstash) — 4.3/5 (25 reviews) — Rely on the most widely deployed observability platform available, built on the proven Elastic Stack (also known as the ELK Stack) to c
10. [Netdata](https://www.capterra.ca/software/1029990/netdata) — 5.0/5 (25 reviews) — Monitor your servers, containers, and applications, in high-resolution and in real-time.
11. [Rayven](https://www.capterra.ca/software/173908/rayven-industrial-business-intelligence) — 5.0/5 (24 reviews) — Operational software for an AI-powered world. Connect everything, build custom apps + deploy AI in weeks.
12. [Ubidots](https://www.capterra.ca/software/1037684/ubidots) — 4.9/5 (20 reviews) — Industrial IoT (IIoT) solution that helps businesses connect multiple devices to handle data collection, visualization, and analysis.
13. [Secomea](https://www.capterra.ca/software/1045408/secomea) — 4.7/5 (19 reviews) — Secomea is a Secure Remote Access solution purpose-built for industrial networks and OT/ICS equipment to protect cyber-physical systems
14. [The Asset Guardian (TAG)](https://www.capterra.ca/software/148747/the-asset-guardian-tag) — 4.4/5 (12 reviews) — TAG Mobi with mobiMentor AI boosts wrench time, helps prevent downtime, and turns IoT signals into automated action.
15. [Guidewheel](https://www.capterra.ca/software/214341/safi) — 4.9/5 (8 reviews) — The FactoryOps platform helps manufacturing leaders take a more predictive and proactive approach to managing production at scale.
16. [Machine Learning on AWS](https://www.capterra.ca/software/1029661/machine-learning-on-aws) — 4.7/5 (6 reviews) — Machine learning and artificial intelligence solutions from AWS that help companies analyze data and streamline business processes.
17. [SkySpark](https://www.capterra.ca/software/170797/skyspark) — 4.5/5 (4 reviews) — Software designed to identify issues in equipment systems operation through automated analytics of operational data.
18. [TrendMiner](https://www.capterra.ca/software/181894/trendminer) — 4.8/5 (4 reviews) — TrendMiner is a technology platform that translates operational data into smarter and faster data driven decisions.
19. [SnapGIS](https://www.capterra.ca/software/1096178/SnapGIS) — 5.0/5 (4 reviews) — Operational dashboards, fuel reporting, utilization insights, and live asset intelligence for smarter decisions.
20. [Sensolus](https://www.capterra.ca/software/186102/sensolus) — 4.7/5 (3 reviews) — Track your non-powered assets with a simple, reliable, and cost-effective tracking solution. Easy to set up. No infrastructure needed.
21. [Flex83](https://www.capterra.ca/software/215411/flex83) — 5.0/5 (3 reviews) — Flex83 is a Full-Featured Rapid Application Development Platform accelerating TTM. Providing web and mobile applications.
22. [BangDB](https://www.capterra.ca/software/161119/iqlect) — 4.5/5 (2 reviews) — Actionable insights with real-time big data analytics. Fully converged platform and solutions for organizations of any size.
23. [HiperIoT](https://www.capterra.ca/software/1050962/hiperiot) — 4.0/5 (2 reviews) — HiperIoT is an IoT solution designed to optimize communication in industrial processes.
24. [SuperStar Suite](https://www.capterra.ca/software/135571/superstar-suite) — 4.0/5 (1 reviews) — Web-based environment for data analysis. Users can explore data, build queries and visualize the results with tables, charts and maps.
25. [Seeq](https://www.capterra.ca/software/171687/seeq) (0 reviews) — Rapidly investigate and share insights from process data to drive continuous improvement and increase profitability.

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## Related Categories

- [Network Monitoring Software](https://www.capterra.ca/directory/30019/network-monitoring/software)
- [IoT Software Platforms](https://www.capterra.ca/directory/31016/iot/software)
- [Data Analysis Software](https://www.capterra.ca/directory/31077/data-analysis/software)
- [OEE Software](https://www.capterra.ca/directory/31339/oee/software)
- [Business Intelligence Software](https://www.capterra.ca/directory/23/business-intelligence/software)

## Links

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Security, governance + hosting built in.\n\n600+ pre-built connectors. 10 native AI capabilities. One unified environment.\n\nCustomers build: custom apps, AI agents, predictive analytics, workflows, and data pipelines.\n\nServes SMEs, enterprises + government organisations across 24+ industries globally.\n\nDelivery: DIY, Done-For-You (Australia-based, fixed price + 2-12 weeks) or Hybrid.\n\n240+ deployments live. 5/5 across 140+ reviews.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4510138a-2680-436b-b398-1219d4e4988a.png","url":"https://www.capterra.ca/software/173908/rayven-industrial-business-intelligence","@type":"ListItem"},{"name":"Ubidots","position":12,"description":"Powerful but simple Industrial IoT. \n\nHundreds of End Users, System Integrators, and OEMs, use Ubidots IIoT software for cloud-based data acquisition, analysis, and visualization, facilitating real-time decision-making.\n\n* Condition Monitoring\n* Predictive Maintenance\n* Cloud SCADAs\n* Energy Management\n* Environmental Compliance\n\nBecome Industry 4.0-ready in weeks, not months!","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/81a92126-d9df-46ff-b07e-60bb0f0c35c6.png","url":"https://www.capterra.ca/software/1037684/ubidots","@type":"ListItem"},{"name":"Secomea","position":13,"description":"Secomea is a Secure Remote Access (SRA) solution purpose-built for industrial networks and OT equipment. Over 8,000 customers around the world use it every day across thousands of sites to manage remote access to their operational environments and prevent downtime. \n\nFounded in 2008, Secomea has been serving manufacturers and machine builders for over 15 years.\nBesides our HQ in Copenhagen and our offices in the US, China, and Japan - we have an international network of 70+ partner distributors, giving us a global reach to offer you assistance anywhere your sites are located in the world while still providing local support and close customer relationships. \n\nOur solution seamlessly connects to any OT equipment, empowering organizations to secure cyber-physical systems. You can manage your technicians’ access to let them intervene in any of your OT sites right away, wherever they are. So, you eliminate travel expenses, minimize response time, reduce security risks, and prevent downtime.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4ef015ad-ad45-47d0-9bc4-3367d535d5f0.jpeg","url":"https://www.capterra.ca/software/1045408/secomea","@type":"ListItem"},{"name":"The Asset Guardian (TAG)","position":14,"description":"Meet The Asset Guardian (TAG) Mobi, an AI-powered EAM solution embedded in Microsoft Dynamics 365 Business Central, now enhanced with mobiMentor AI to help maintenance teams maximize wrench time.\n\nTAG Mobi helps teams manage assets, schedule maintenance, dispatch work orders, and complete field work from one mobile-ready platform. With IoT and SCADA integration, teams can turn asset signals into maintenance action by monitoring conditions, reducing alert noise, and triggering work orders when issues need attention.\n\nKey features include:\n• Asset Lifecycle Management: Extend equipment life\n• Preventive & Predictive Maintenance: Reduce failures and downtime\n• Work Order Management: Simplify dispatch, tracking, and completion\n• Reporting: View KPIs, costs, and performance\n• IoT Monitoring: Connect asset signals to alerts and work orders\n\nWith AI-driven workflows and voice-enabled execution, TAG Mobi helps teams spend less time on admin work and more time maintaining critical assets.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/568490da-0a32-4ab9-8d88-dc57df3dd330.png","url":"https://www.capterra.ca/software/148747/the-asset-guardian-tag","@type":"ListItem"},{"name":"Guidewheel","position":15,"description":"Guidewheel is on a mission to empower all the world’s factories to reach sustainable peak performance. Inspired by the simple, universal truth that every machine on the factory floor has a power cord, our plug-and-play FactoryOps platform makes the power of the cloud accessible to any factory. Guidewheel clips onto any machine to turn its real-time “heartbeat” into a connected, actively learning system that empowers teams to reduce lost production time, increase throughput, and perform better and better over time.\n\nAt Guidewheel we work with the factories that are the backbone of our economy, and you can have a real, on-the-ground impact right away. We have strong momentum and alignment around our mission, investor support, and a culture that values diversity, growth mindset, and results. And the tight link between our mission and our business model means that reaching more of the world’s 10 million factories accelerates our positive impact on the planet.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/852f1357-3b05-4680-bf67-92e16ab85057.jpeg","url":"https://www.capterra.ca/software/214341/safi","@type":"ListItem"},{"name":"Machine Learning on AWS","position":16,"description":"With AWS machine learning (ML), you can make accurate predictions, gain deeper insights from your data, reduce operational overhead, and improve the customer experience. \n\nAWS helps you at every stage of your ML adoption journey with the most comprehensive set of artificial intelligence (AI) and ML services, infrastructure, and implementation resources. \n\nDownload our free eBook to see how other businesses like yours use AWS Machine Learning services.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ae5bee60-2857-4188-b257-d2a0e1406f05.jpeg","url":"https://www.capterra.ca/software/1029661/machine-learning-on-aws","@type":"ListItem"},{"name":"SkySpark","position":17,"description":"The SkySpark analytics platform automatically analyzes data from automation systems, meters, sensors and other smart devices to identify issues, patterns, deviations, faults and opportunities for operational improvements and cost reduction. SkySpark helps facility operators find what matters in the vast amount of data produced by today's smart systems. Applicable to all types of facilities including: Commercial office, multi-site retail & QSR, Industrial, Agriculture, Military & Education.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c4e63e9e-4c89-449a-809e-c4fb082f7ff7.png","url":"https://www.capterra.ca/software/170797/skyspark","@type":"ListItem"},{"name":"TrendMiner","position":18,"description":"TrendMiner offers a fast, powerful, and intuitive industrial analytics & AI software platform. With a focus on highly digitized manufacturing industries, energy companies, and organizations with operations that need to maintain controlled environments. TrendMiner combines self-service, low-code data analysis for time series and event data with sophisticated machine learning (ML) and Agentic AI tools to deliver industrial data visualization, monitoring, and predictive capabilities.\n\nTrendMiner, a Vercore company, was founded in 2008 with a global headquarters located in Belgium, and offices in the U.S., Germany, Spain, and the Netherlands. TrendMiner has strategic partnerships with Amazon, Microsoft, SAP, GE Digital, Siemens, and Aveva, and offers standard integrations with a wide range of data platforms such as AVEVA PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian, Canary, and Aveva Historian.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/973a663e-2ac5-4f49-85da-f9388000db32.png","url":"https://www.capterra.ca/software/181894/trendminer","@type":"ListItem"},{"name":"SnapGIS","position":19,"description":"SnapGIS Spark is an IoT analytics platform that turns live asset data into actionable operational insights across fleets, field teams, containers, vessels, and industrial equipment.\n\nThe platform provides custom dashboards, fuel and CO₂ reporting, driver behaviour analysis, dwell time monitoring, utilization tracking, idling analysis, and detailed operational reporting from both telematics devices and smartphone users.\n\nBusinesses can monitor performance trends, reduce fuel costs, improve route efficiency, strengthen compliance, and respond faster to operational issues using real-time and historical data.\n\nSnapGIS Spark helps organizations move beyond basic tracking and build data-driven operational control across remote and complex environments.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/118c3ed4-f37b-4c2a-a121-33cb9157e108.png","url":"https://www.capterra.ca/software/1096178/SnapGIS","@type":"ListItem"},{"name":"Sensolus","position":20,"description":"Use our extremely low-power tracking technology to track assets you weren't able to track before. \n\nTracking non-powered assets like pallets, containers, trailers, or manufacturing parts in your supply chain and logistics operations will create visibility and transparency. \n\nIt gives you the power to improve processes and reduce costs. \n\nWe are not just a tracking technology, we combine the power of sensors with business analytics.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/8fee1757-bffa-4933-b4c5-1d1efc348534.png","url":"https://www.capterra.ca/software/186102/sensolus","@type":"ListItem"},{"name":"Flex83","position":21,"description":"Flex83 provides all the tools, workflows, and features to securely connect your devices and\nsensors, create logical clusters of devices, monitor device data for trigger events, and\nlaunch appropriate actions in response to events or anomalies. Flex83 is a powerful Click\nto Configure IoT Application Creation Solution that when configured provides you with a\ncomplete set of professional-grade device monitoring and analytics dashboards. It is cloud-agnostic and can be deployed on-premise.","image":"https://images.g2crowd.com/uploads/product/image/cadefcb701616ba91ebc1a5a4730ad06/flex83.png","url":"https://www.capterra.ca/software/215411/flex83","@type":"ListItem"},{"name":"BangDB","position":22,"description":"BangDB is a converged modern NoSQL database which natively integrates AI, Streaming, Graph, analytics within the DB itself to enable users to deal with complex data of different kinds, such as text, images, videos, objects etc. for real time data processing and analysis\n\nIngest or stream any data, process it, train models, do prediction, find patterns, take action and automate all these to enable use cases such as IOT monitoring, fraud or disruption prevention, log analysis, personalisation etc.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/51a07734-2559-4b39-833c-795356930b63.png","url":"https://www.capterra.ca/software/161119/iqlect","@type":"ListItem"},{"name":"HiperIoT","position":23,"description":"HiperIoT is an innovative and comprehensive platform for connectivity and device management in industrial environments. It enables real-time data collection, remote monitoring, and intelligent information analysis. With an intuitive interface and scalability, this platform facilitates the integration of sensors, machines, and systems, enhancing operational efficiency and decision-making.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/9c70381d-b62b-4f5e-ac82-5b2dc9e3e1b0.png","url":"https://www.capterra.ca/software/1050962/hiperiot","@type":"ListItem"},{"name":"SuperStar Suite","position":24,"description":"Web-based environment for data analysis. Users can explore data, build queries and visualize the results with charts and maps. SuperWEB2 for visualised ad-hoc tabulation on the internet. SuperCROSS offers enhanced desktop tabulation and analysis for big data.  SuperDataHub  is for public dissemination of data, whether for inter-agency sharing or within your organisation. It allows users to access data, create their own ad hoc queries and share interactive reports online.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4f857718-8788-4d05-aa97-6f96a19c6eda.png","url":"https://www.capterra.ca/software/135571/superstar-suite","@type":"ListItem"},{"name":"Seeq","position":25,"description":"Seeq is an advanced analytics solution for process manufacturing data that enables organizations to rapidly investigate and share insights from data in historians, IIoT platforms, and database web servicesas well as contextual data in manufacturing and business systems. Seeqs extensive support for time series data and its inherent challenges enables organizations to derive more value from their data and drive process improvement to increase profitability.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f3bb39bb-e980-4148-9841-0d20ddf9b7b5.png","url":"https://www.capterra.ca/software/171687/seeq","@type":"ListItem"}],"numberOfItems":25}
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