The Best Internet of Things (IoT) Analytics Platform of 2026

Why use SafetyCulture?

The rapid growth of IoT has created a world of endless possibilities in data collection. With IoT monitoring platforms, businesses can now keep track of their physical assets, optimize their workflows, and predict any maintenance issues before they become critical. SafetyCulture offers companies innovative predictive analytics tools and IoT monitoring software to avoid outages and reduce downtime, increasing productivity and efficiency.

Features:

• Collect vital data such as temperature logs from your equipment or machines by connecting IoT sensors

• Monitor the performance of your equipment in real-time and be alerted immediately of any potential problems

• Use predictive analytics and identify patterns, irregularities, or issues in data collected from the sensors log in its robust dashboard

• Ensure efficiency and compliance of equipment by conducting inspections, online or offline, using custom checklists

• Gather insights about your assets to make informed decisions by receiving automated reports in real-time

Why use AWS IoT Analytics?

AWS IoT Analytics is invaluable for analyzing vast amounts of IoT data. As a managed service, it empowers companies to collect, process seamlessly, and store data while providing advanced data analysis capabilities tailored to IoT devices.

Features:

• Supports time-series analysis

• Perform analytics and machine learning (ML)

• Generate operational insights

Why use Microsoft Azure?

Microsoft Azure IoT specializes in creating tailored industry cloud solutions, leveraging a comprehensive platform seamlessly integrating edge-to-cloud technologies. Their IoT solution boasts built-in security, privacy, and compliance features, ensuring a robust framework. Moreover, it empowers users to connect, monitor, automate, build, deploy, and update various models and devices effortlessly.

Features:

• Advanced analytics capabilities

• Predictive analytics and anomaly detection

• Applications and services management in a single dashboard

Why use ThingSpeak?

ThingSpeak is an innovative IoT analytics platform that empowers users to create data clusters, visualize live data, and conduct in-depth analysis in the cloud. The platform automatically generates insightful visualizations of the posted data by seamlessly integrating with a company’s devices. It also enables real-time analysis and processing, making it a valuable tool for IoT systems that rely on advanced analytics.

Features:

• Real-time data collection

• MATLAB integration

• Predefined rules or thresholds alerts

Why use Oracle IoT Cloud Service?

Oracle Internet of Things (IoT) Cloud Service is a managed Platform as a Service (PaaS) that empowers companies to make informed business decisions and formulate effective strategies. With Oracle IoT Cloud, organizations can seamlessly connect their devices to the cloud, swiftly analyze device data, and integrate data with applications, web services, or other Oracle Cloud Services.

Features:

• Real-time data analysis

• Device management

• Service customizations

Why use Datadog?

Datadog’s IoT tool enables seamless monitoring of customer devices and provides the capability to aggregate key metrics. It comprehensively monitors IoT software performance, device hardware metrics, application logs, network performance data, and more. Additionally, the platform empowers companies with a holistic view of their devices, allowing them to troubleshoot specific areas of their systems effectively.

Features:

• Infrastructure monitoring

• Universal service monitoring

• Application Performance Monitoring (APM)

Why use Cisco Edge Intelligence?

The Cisco Edge Intelligence platform offers tailored IoT solutions to meet the specific needs of companies. Their innovative tool enhances business operations by making tools smarter, including smart lighting, secure smart locks, self-regulating HVAC, and adaptive systems. Primarily targeting industrial businesses, Cisco Edge Intelligence provides customized IoT solutions designed specifically for their industry.

Features:

• Predictive maintenance

• Real-time monitoring

• Energy management

Why use Fogwing?

Fogwing is a powerful Industrial IoT (IIoT) platform that offers a wide range of capabilities to assist businesses in securely connecting their IoT devices, gathering data, validating it, and performing real-time analysis. With Fogwing, businesses can seamlessly harness the potential of IoT technology to drive growth, efficiency, and innovation.

Features:

• Device monitoring and management

• Data aggregator

• Device provisions

Why use SensorCloud?

SensorCloud is an exceptional platform offering storage, visualization, and remote sensor data management. It harnesses the power of Cloud computing technologies to deliver superb scalability, swift visualization, and customizable data analysis. Key features of SensorCloud include FastGraph, MathEngine®, LiveConnect, and the OpenData API.

Features:

• Remote management

• Sensor data storage

• Data visualization

Why use Ubidots?

Ubidots is an IoT Platform that empowers innovators and industries to prototype and scale IoT projects for production. With the Ubidots platform, users can effortlessly send data from any Internet-enabled device to the cloud. Additionally, it allows users to configure actions and alerts based on real-time data, all while leveraging powerful visual tools.

Features:

• Drag-and-drop dashboards

• Scheduled reports

• Data visualization