There is a strange economics problem hiding on the roof of every restaurant.
Coil cleaning is one of the cheapest things a technician can do to a rooftop unit. No parts, no refrigerant, no diagnosis. And dirty coils are one of the most expensive problems to leave alone. A fouled coil cannot reject or absorb heat properly, so the unit runs longer, works harder, delivers less cooling, and puts sustained strain on the compressor, the single most expensive component in the box.
Cheap fix, expensive problem. So why do fouled coils sit dirty for months?
Because nothing looks broken
A unit with fouling coils does not fail. It degrades. It still turns on, still blows air, still eventually cools the space on mild days. Then a heat wave arrives, the unit cannot keep up, and the operator gets a "unit not cooling" emergency call for a problem that started as a garden hose job weeks earlier.
The other reason is scheduling logic. Preventive maintenance runs on the calendar: coils get cleaned every spring, or twice a year, regardless of condition. Some units foul faster than others. A kitchen unit pulling grease-laden air near an exhaust fan, a unit downwind of a dusty lot, a unit near cottonwood trees, all of these can foul in months while the unit next to them stays clean for a year. Calendar-based cleaning is always too early for some units and too late for others.
What condition-based looks like instead
Elite Energy Management scores every rooftop unit nightly on a 0 to 100 health scale built from the unit's actual behavior. A fouling coil changes that behavior in measurable ways well before comfort suffers, and the score reflects it.
Two recent examples from the fleet we monitor. At a national QSR location, the platform flagged a kitchen unit roughly two weeks before a technician confirmed the diagnosis: coils clogged. Two weeks of warning for a fix that takes an hour. At another restaurant, a second floor kitchen unit was flagged five days ahead, the coils were cleaned as a planned maintenance stop, and the event closed with the fault confirmed, no emergency, no drama.
Advance warning on a clogged coil, for a fix that takes about an hour on a scheduled visit.
That is the whole promise in miniature. Not a smarter emergency response, but a maintenance calendar driven by the actual condition of each unit instead of the date.
The math
Take the industry's own numbers. A commercial service call runs roughly 100 to 250 dollars, and emergency or after-hours work bills at 1.5 to 2 times that. A coil cleaning caught early is a line item on a scheduled visit. The same fouling ignored until August is an emergency call, plus the extra electricity the unit burned all summer running inefficiently, plus accelerated wear on a compressor that costs thousands to replace.
The monitoring that catches it costs a few dollars per unit per month. One converted emergency covers months of monitoring for the whole store.
The takeaway
Coil fouling is the clearest case for condition-based maintenance because the fix is so cheap and the signal is so readable. Your units already produce the data. Elite Energy Management reads it nightly across your whole portfolio, no new hardware required, so the cheapest fix in HVAC actually happens when it should.