The Planes Don't Land: Cargo Cult Energy Management

In the South Pacific, in the 1940s, islanders cleared runways out of the jungle. They lit fires along the edges. They built a wooden hut where a man sat with wooden pieces on his head, like headphones, and bamboo poles rising up like antennas. During the war, planes had landed with crate after crate of good things, and the islanders wanted them back.

So they built everything the planes seemed to need. The runway looked right. The planes never came. That, in one sentence, is a cargo cult: copying the visible form of something that works, while missing the invisible part that makes it work.

In June 1974, physicist Richard Feynman told this story to Caltech's graduating class. The islanders had "arranged to make things like runways," he said. "They're doing everything right. The form is perfect. It looks exactly the way it looked before. But it doesn't work. No airplanes land."

He named this kind of hollow research Cargo Cult Science. It follows all the forms of real investigation, "but they're missing something essential, because the planes don't land."

One footnote before we go on: the phrase is older than Feynman. It first appeared in print in November 1945, in a colonial magazine called Pacific Islands Monthly. Hold that thought. It matters at the end.

Cargo cult energy management, plant room edition

Walk through enough Malaysian facilities and you start to see runway lights everywhere.

The energy dashboard, installed at handover with a training session and a laminated login guide. Last login: fourteen months ago.

The ISO 50001 certificate, renewed every year and framed near reception. The awkward part: Clause 6.3 of the standard demands an energy review, a measured study of where energy goes and a ranked list of improvements. The 2018 version goes further and requires proof that energy performance improved. A certificate on the wall plus an unread energy review is a document that contradicts itself.

The monthly energy report: generated, attached to an email, archived. Nobody reads it. Sometimes not even the person who generates it.

The quarterly energy committee: meets, records minutes, decides nothing.

The new batch of sensors, bought on the quiet belief that collecting data is the same thing as managing energy.

Every one of these can be real energy management. Every one can also be a wooden headset. The form is identical either way. The only difference is whether anything ever happens because of it.

Malaysia has just made this question urgent. The Energy Efficiency and Conservation Act 2024 (Act 861) has now been in force for a full year. Large consumers have registered energy managers, set up management systems, run audits, and sent reports to the Energy Commission. That is real machinery.

Whether it becomes a control tower or a bamboo antenna is being decided right now, site by site. If yours is still taking shape, start with what EECA compliance actually requires.

Feynman's cure, translated for facilities

Feynman's fix was not a better process. It was "a kind of utter honesty—a kind of leaning over backwards." Report everything that might make your result wrong, not only what makes it look good.

He also warned that the cure is never a better artifact. You cannot fix a cargo cult by improving the shape of the earphones, and a prettier dashboard changes nothing by itself.

Three habits do change things.

Give every metric an owner and a decision. For each number you track, someone should be able to say: this person watches it, and when it moves, this is what we change. If nobody can finish that sentence, the metric is decoration.

Report the misses. The retrofit that did not save what the vendor promised. The setpoints that drifted back by August. Feynman again: "The first principle is that you must not fool yourself—and you are the easiest person to fool."

Run the removal test. Quietly stop producing a report for one month. If nobody notices and nothing changes, you were not reporting. You were waiting for planes.

The evidence says this is exactly where the money sits. LBNL's Smart Energy Analytics Campaign tracked about 6,000 buildings across 96 organizations. Median two-year savings were 4% from energy information systems and 9% from fault detection, with payback in one to two years.

The researchers were clear about why it worked. The savings came from monitoring-based commissioning, which is simply the ongoing habit of acting on the data. Installing the software was never the point.

That finding is the whole design brief behind CobiNeural. Monitoring only pays when the loop closes: measure, find the fault or the opportunity, act, then verify the savings actually landed. Everything upstream of a closed loop is runway lighting.

Where the metaphor breaks down

Two honest admissions before the ending. First, anthropologists have largely retired "cargo cult" as a label. The islanders were acting rationally inside their own world, and many of the movements were making a political point about colonial rule. The mockery says more about the observers than about the people observed.

Remember that colonial magazine from 1945? The label was invented by the people doing the watching, not the people being watched.

So the joke is on us, not them. And it lands harder on us. The islanders never had access to aircraft factories, but a facility team has full access to the machinery: the meters, the plant, the budget. Our loop can actually be closed.

Second, not every empty ritual is worthless. An ISO certificate wins tenders, and an EECA report keeps the Energy Commission satisfied. Those planes do land. They just carry paperwork instead of kilowatt-hours, and the mistake is treating one as the other.

If your dashboards feel more like bamboo antennas than control towers, come see what a closed loop looks like on your own data. Book a demo and bring your most ignored report.