Best IoT Analytics Software for Mac of 2025

Tractian is the Industrial Copilot for maintenance and reliability, combining hardware and software solutions to monitor asset performance, manage industrial operations, and implement predictive maintenance strategies. Its AI-driven platform empowers businesses to prevent unplanned equipment downtime and boost production output. The company is headquartered in Atlanta, GA, and extends its presence globally with offices in Mexico City and Sao Paulo. Learn more at tractian.com.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

An IoT Application Enablement Platform hosted in the cloud that simplifies the process of creating and quickly launching IoT applications tailored to meet the unique needs of your clients' industries. This single cloud solution addresses all aspects of IoT requirements. Identify your needs, unleash your creativity, develop custom vertical applications, and secure larger contracts. You can create anything from straightforward dashboard applications to sophisticated enterprise-level solutions, utilizing modeling, visualization, and automation techniques. Experience swift deployment that shortens time to market, minimizes execution risks, ensures comprehensive security, is economically viable, and allows for scalability. The platform supports essential functions such as registration, provisioning, authentication, monitoring, control, troubleshooting, telemetry, and firmware updates for IoT devices and assets on a large scale while adhering to device certificates and policies. It offers seamless connectivity options for a diverse range of sensors and gateways, accommodates multiple communication protocols, and effortlessly integrates with different wired and wireless communication methods. Ultimately, this platform empowers businesses to innovate and streamline their IoT strategies effectively.

It facilitates device connectivity through widely accepted IoT protocols such as MQTT, CoAP, and HTTP, accommodating both cloud and local installations. ThingsBoard is engineered for scalability, reliability, and high performance, ensuring that your data remains secure and intact. You can provision, monitor, and manage your IoT devices securely by utilizing comprehensive server-side APIs. Establish connections among your devices, assets, customers, or other entities with ease. Efficiently gather and archive telemetry data in a scalable and resilient manner. You can visualize your data using either built-in or personalized widgets and adaptable dashboards, which can also be shared with clients. The platform allows you to create data processing rule chains, enabling you to transform and standardize your device data. It can trigger alerts based on incoming telemetry events, updates to attributes, periods of device inactivity, and user interactions. Build a ThingsBoard cluster to achieve maximum scalability and fault tolerance through a microservices architecture. Furthermore, ThingsBoard accommodates both cloud and on-premises setups, making it a versatile choice for various deployment needs. This flexibility ensures that users can tailor their IoT solutions according to specific requirements and preferences.

XL is the OEE software that is most simple and easy to use from the company behind oee.com. XL has been installed on over 25,000+ manufacturing processes in 45 countries. It can be installed on any manufacturing process with 2 sensors and a barcode reader. XL provides real-time dashboards, historical reporting, instant email and SMS alerts, as well as instant email and SMS notifications. Get a free 90-day trial to improve your manufacturing OEE.

AggreGate serves as a comprehensive white-label platform for integrating Internet of Things solutions, facilitating the digital transformation of businesses by connecting assets and enabling detailed analysis of their data to uncover valuable insights. This platform, along with its specialized products, supports integrators, OEMs, telecom companies, and managed service providers in delivering IoT services that operate both on the edge and within their cloud environments. You can design and develop your IoT applications for consumers or industry in just a matter of days, and move them into production within weeks. It empowers industrial automation and process control through its advanced SCADA/MES platform, while also enabling the creation of a unified command and control center for intelligent facilities that can significantly reduce energy and HVAC costs. Additionally, the platform enhances resident satisfaction by offering digital services tailored to their needs. For data centers, it provides a comprehensive management solution for both industrial and IT equipment, allowing users to create dynamic floor plans, build personalized dashboards, and integrate seamlessly with Data Center Infrastructure Management tools, ensuring optimal operations and oversight across all levels.

SkyFoundry's software solutions allow clients to get the most out of smart system investments. SkySpark's analytics platform automatically analyzes data from control systems, sensors, and metering systems to identify patterns, deviations, and opportunities for operational improvement and cost reduction. SkySpark assists building owners and operators to "find what matters" from the large amount of data generated by today's smart devices.

Fogwing is the next-generation Industrial IoT platform. It has features that allow you to create IoT Solutions for a variety of industrial use cases, including asset tracking, predictive maintenance, and asset monitoring. Without needing to be an expert in information technology, users can create and deploy IoT-based automation solutions. Extended data analytics allows for data-driven analytical processes that predict operational risks and take action at lower TCO.

Devices like sensors and wearables, along with systems such as CRM and relational databases, contribute to a vast array of data storage options. As your organization gathers and retains information from an increasing number of sources and locations, harnessing the full potential of this data requires a cohesive business intelligence solution that seamlessly integrates everything into one platform. You require a system that empowers you to analyze and visualize your data instantaneously, enabling you to make well-informed decisions in just seconds. Embrace the transition from isolated data storage to a more empowered approach with MotionBoard Business Intelligence, where efficiency and insight meet for optimal decision-making. By utilizing such a comprehensive tool, your organization can enhance its data-driven strategies and significantly elevate overall performance.

Monitoring and visualization of real-time operations, including KPIs and dashboards. Also includes trends, analytics, hierarchy, alerts, and analytics. All data sources (industrial and IoT, business, and external) are gathered. It displays data in real-time on any device, without the need to move it.

Davra IoT empowers businesses, fleet operators, original equipment manufacturers (OEMs), municipalities, and various organizations to conceptualize, develop, and swiftly launch industrial-grade IoT applications on a dependable, secure, and scalable platform. Bring your IoT initiative to market in under 50 days, and enjoy a system that prioritizes integrations. Significantly cut your project costs by as much as 80%, while accessing comprehensive analytics that include descriptive, diagnostic, predictive, and prescriptive insights. Utilize our cloud-based streaming analytics alongside machine learning, natural language processing, and artificial intelligence capabilities directly at the network's edge. Benefit from HTML5 dashboard visualizations, sophisticated geo-mapping, and an intuitive layout manager, among other features. Gain access to a thorough developer suite that includes source control, versioning, and a full code editor. Achieve an "asset-centric view" of your IoT devices by incorporating both static and dynamic attributes into your applications. Additionally, take advantage of a fully microservice-oriented design that supports infrastructure libraries and runtime engines for enhanced efficiency and performance. This comprehensive approach ensures that your IoT solutions are not only functional but also adaptable to future technological advancements.

HyperConnect serves as a robust, open-source framework designed for enterprise-level Internet-of-Things applications, leveraging the Elastos Peer-to-Peer Carrier Network to efficiently direct traffic among connected devices. Its modular design ensures a reliable foundation suitable for various industry sectors within the IoT landscape. Critical aspects such as communication, data transmission, and storage are essential components of the Internet of Things ecosystem. By visualizing data, users can extract valuable metrics, identify trends, and gain deeper insights. The integrated compiler enables the creation, management, and validation of Python scripts tailored for sensor management at a granular level. Furthermore, it enables real-time data collection from diverse sources, transforming raw inputs into actionable insights automatically. Users can effortlessly oversee and control numerous devices and sensors, whether on-site or from a distance, maintaining security throughout the process. The intuitive Graphical User Interface (GUI) is designed for maximum adaptability, allowing users to operate with little or no coding required. Additionally, the framework ensures secure peer-to-peer communication across the IoT network, empowering users to retain ownership of their data while enhancing overall system integrity and performance. This comprehensive approach not only simplifies the management of IoT systems but also promotes innovative applications across different sectors.

The world of IoT connected devices generates an enormous volume of data every second. To harness the potential of this data, it is essential to utilize live data visualization and tracking tools that enable timely actions. An IoT Dashboard serves as a dynamic companion for all your IoT devices, effectively extracting the necessary data for analysis. This tool allows for real-time tracking, reporting, and interactive data visualizations. Such a captivating and immediate method of presenting data ensures that even individuals without technical expertise can comprehend the information easily and respond accordingly, making it suitable for a wide array of IoT applications. Additionally, a specialized MQTT dashboard simplifies the monitoring and management of real-time data, providing a vibrant overview of the latest events occurring within the Bevywise MQTT Broker. The IoT Platform also functions as a robust device management system designed to oversee IoT devices while collecting and storing valuable data from them. Bevywise IoT Platform supports both single and multi-tenancy architectures, enabling you to onboard all your customers seamlessly, thereby enhancing the overall management experience. This flexible approach allows businesses to scale effectively while ensuring that every user's needs are met.