Use cases
Predictive maintenance
Vibration, temperature and current sensors on machinery + models that detect anomalies before failure. The IIoT use case with the clearest ROI.
Predictive maintenance
Related protocols
Industries
Related articles

AI and IoT: Why Artificial Intelligence Needs the Internet of Things to Have Real Impact
Artificial intelligence without AI and IoT combined is like a brain without a nervous system: intelligent, but blind. It can imagine. It can assume. It can... hallucinate. But it cannot feel what is happening in the real world. This is not a casual metaphor. It is the reality fac
Sep 20, 2026

Industrial IoT Implementation: A Step-by-Step Plant Guide
An industrial IoT implementation in a running plant works when you respect the order: the problem first, then the signals, and the technology last.
Sep 17, 2026

IoT Platform Migration: How to Move Without Data Loss
Devices reconnect in a day. History does not. Every IoT platform migration is decided by the data you already own: five years of telemetry, the alert rules some
Sep 9, 2026

IoT Sensors: Types, Protocols and Applications in 2026
IoT sensors convert physical-world measurements — temperature, gases, vibration, light, position — into continuous, actionable, scalable digital data. This guid
Jul 9, 2026

Industrial AI ROI: Building the Business Case Before You Buy
AI ROI for industrial operations: real cost buckets, measurable value drivers, a payback formula with a worked example, and the traps that sink business cases.
Jul 1, 2026

Industrial AI Prompts: 12 Working Examples for Plant Engineers and Integrators
Twelve copy-paste industrial AI prompt patterns that work in production AI Copilot deployments. Each pattern includes a real prompt, what the agent returns, and when not to use it. Built for plant engineers, integrators, and operations leads.
Jun 30, 2026