IIoT SENSORS

SaaS With AI-Powered Predictive Maintenance in Manufacturing

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AI‑powered SaaS brings predictive maintenance to manufacturing by turning live sensor data into early‑warning signals, accurate failure predictions, and prescriptive actions that cut downtime, extend asset life, and lift OEE. These platforms unify IIoT data, machine learning, and maintenance workflows so teams fix what matters, at the right time, with the right parts on hand. What … Read more

AI in Predictive Maintenance for Manufacturing

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AI‑driven predictive maintenance (PdM) uses IIoT sensors and machine learning to detect early signs of equipment degradation, forecast failures, and schedule just‑in‑time interventions—cutting unplanned downtime, improving Overall Equipment Effectiveness (OEE), and extending asset life when deployed with the right data, workflows, and guardrails. In 2025, PdM is expanding alongside Industry 4.0/5.0, digital twins, and edge/5G … Read more