Commercial EV Charging Minute

AI & Predictive Maintenance: Fixing Hardware Before it Breaks

18 min · 15. touko 2026
jakson AI & Predictive Maintenance: Fixing Hardware Before it Breaks kansikuva

Kuvaus

Most EV chargers are maintained "reactively"—someone calls to complain, and then a technician is sent out. In 2026, that model is obsolete. This week, we explore how Artificial Intelligence and Machine Learning are transforming EV operations. We’ll discuss how AI "listens" to electrical signals to predict component failure weeks in advance, the massive cost savings of reducing unnecessary "truck rolls," and why your next O&M contract should be judged by its software's "IQ."

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jakson The Retail Loyalty Loop: Linking Charging to Retail Goals kansikuva

The Retail Loyalty Loop: Linking Charging to Retail Goals

For retail property owners, EV charging shouldn't just be a line item on your CapEx budget—it should be a direct driver of retail sales. This week, we explore the "Retail Loyalty Loop." We’ll show you how linking your EV charging software with your tenants' Point-of-Sale (POS) systems turns charging dwell time into verifiable consumer spend. More importantly, we expose the "Alignment Gap" between retail landlords and traditional third-party Charge Point Operators (CPOs). We’ll explain why a CPO’s goal of high vehicle turnover and aggressive idle fees actively hurts retail sales, why installing ultra-fast chargers at retail sites is a million-dollar mistake, and how matching charger speeds to the natural dwell time of your property is the ultimate win-win for CapEx and tenant ROI.

5. kesä 202630 min