Predictive maintenance in swimming pool automation applies analytics to time-series data from pumps, chlorinators, heat pumps and water probes. It detects drift and anomalies early, so OEMs and distributors can fix issues before they cause breakdowns, warranty claims or unhappy customers. In our earlier guide on how a swimming pool automation system works, we covered […]
Why Predictive Maintenance Is Delivering the Highest ROI in AI-Powered Pool Tech
Every mechanical failure has a warning period before it happens, reliability engineers call it the P-F interval, the span between the point a piece of equipment first shows a detectable sign of degradation (P, potential failure) and the point it actually stops working (F, functional failure). For a pump bearing, that interval might run for […]
How Pool OEMs Are Turning Smart Technology Into Million-Dollar Revenue Streams
The pool industry is experiencing a digital transformation that’s creating unprecedented revenue opportunities for Original Equipment Manufacturers (OEMs). While traditional pool equipment sales remain important, the real gold mine lies in the recurring revenue streams that advanced IoT integration unlocks. Pool OEMs who embrace end-to-end IoT solutions are discovering new ways to monetize their customer […]
How to Choose an IoT Partner for Water Utilities in 2026
Quick answer: The right IoT partner for a water utility connects your legacy equipment without replacing it, turns sensor data into predictive alerts, builds security in from day one, supports remote sites over LoRaWAN, NB-IoT or LTE-M, and delivers hardware, cloud and analytics as one system. Ever feel like IoT for water utilities works well […]
