Category: Articles
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Azure IoT Central Alternatives: IoT Platforms Compared
Azure IoT Central alternatives include application platforms such as Iotellect, ThingsBoard, Cumulocity, ThingWorx, Losant, and Ubidots, as well as architectures built with Azure IoT Hub, Azure IoT Operations, or AWS IoT Core. The right choice depends on what you need to retain or improve: device management, dashboards, industrial connectivity, application customization, deployment flexibility, or predictable…
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Best Predictive Maintenance Software for Manufacturing: A Complete Buyer’s Guide
Predictive maintenance software helps manufacturers assess equipment condition and identify developing problems early enough to plan maintenance. Products differ substantially: some combine sensors with diagnostic services, others analyze existing machine data, and others provide tools for building custom applications. This guide compares seven options: Siemens Senseye, Augury Machine Health, IBM Maximo, SAP Asset Performance Management,…
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Avoiding the Chaos: How Do IIoT Platforms Constrain AI Agents within Critical Infrastructures
Iotellect has always meant “intellect for IoT”. Only the recent evolution of AI, however, is revealing what that idea may ultimately mean for industrial systems. AI agents are rapidly assuming important roles at both ends of the IoT application lifecycle: engineering applications and autonomously operating live infrastructure. This turning point dramatically changes the role of…
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BMS Architecture Explained: Components, Levels, Protocols, and Integration
BMS architecture is the framework that connects building sensors, meters, controllers, networks, servers, databases, and operator interfaces. It typically includes field, automation, and management levels and uses protocols such as BACnet, Modbus, KNX, OPC UA, and MQTT to integrate HVAC, lighting, energy, security, and other building systems. ISO 16484-3 does not standardize BMS architecture. Every…
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ThingsBoard Alternatives for Industrial IoT, SCADA, Edge, and White-Label Projects
ThingsBoard is one of the most widely deployed open-source IoT platforms in the world, and for a large share of connectivity and dashboarding projects it remains a solid choice. This article is not about whether ThingsBoard is good. It is about the specific point — SCADA/HMI depth, industrial protocol coverage, white-label packaging, or predictable pricing…
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OPC UA vs MQTT: Which Protocol Is Better for Industrial IoT?
TL;DR What Is OPC UA? OPC UA (Open Platform Communications Unified Architecture) is a machine-to-machine interoperability standard from the OPC Foundation. It does more than move bytes from a PLC to a client. It defines what those bytes mean. OPC UA Architecture: Nodes, Namespaces, and the Information Model Every value in OPC UA lives inside…
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Best Industrial IoT Platforms in 2026
Six of the most-cited IIoT brands changed corporate owners in 24 months. ThingWorx and Kepware moved to Velotic. Cumulocity was carved out of Software AG through a management buyout and is now independent. Particle moved to Digi International. Losant moved to SUSE. Bosch IoT Device Management was discontinued. Relayr was dissolved. Alongside that, eight hyperscaler…
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Best SCADA Software in 2026: Traditional SCADA vs Modern IIoT Platforms
The most-cited “best SCADA software” lists in 2026 share a structural problem. They rank UI features and protocol counts on products whose runtime architecture, corporate owner, and pricing model can all change inside a single procurement cycle. Velotic launched on 17 March 2026 with Proficy CIMPLICITY + iFIX + Kepware + ThingWorx under one PE…
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Iotellect on Google Cloud Platform
Many IoT architectures are designed around a cloud provider’s built-in device platform. That pattern exists in several clouds, but not in Google Cloud. Google once offered a managed service called Cloud IoT Core, but the product was discontinued in 2023. Since then, Google has taken a different approach. Instead of providing its own IoT platform…
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Are IoT platforms dead in the AI and vibe coding era?
Artificial intelligence is reshaping industrial software faster than we expected. Predictive maintenance, anomaly detection, optimization engines, generative copilots—they are rapidly moving from experimentation to production. The natural question follows: What happens to IoT platforms when intelligence becomes the main value layer? Some market professionals assume AI will sit directly on cloud infrastructure, bypassing traditional IoT…
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