Why every system tries to even out input and output, from burnout to buying

Water runs downhill. Current flows from high voltage to low. Heat moves from hot to cold. The same law is at work every time: where there is a difference, a process starts that closes it. The name for this is equipotentiality, the tendency of any system to even out what comes into it and what goes out of it. A person lives by this rule, and so does a sales team, a company or a whole market. This is the rule itself, with nothing loosely borrowed from physics.

This one idea explains why an employee burns out, why a customer suddenly stops buying, and why “buy even more” advertising stops working. For a company selling into Russia from abroad, it also explains two things head office often gets wrong: what is happening inside the local team, and what the Russian buyer actually wants from the ad.

What “a system seeks balance” actually means

Start with a simple picture. There is input: everything that gets into the system. For a person that means tasks, emails, news, other people’s expectations, coffee, anxiety. There is output: everything the system gives back. Actions, decisions, words, rest, the release of tension. And there is processing in the middle, the way input turns into output.

While input and output roughly match, the system holds. Once input is steadily larger than what a person can process and give back, pressure builds. The difference does not vanish by itself. It presses until it is released.

One turn here is easy to miss. A difference in potential is not the enemy. It is the source of movement. With no difference at all, the system freezes. No difference, no current, no reason to do anything. A fully “evened out” system is a switched-off person, which is a different thing from a rested one. The aim is to keep the differences working rather than destructive. Removing them all is the wrong goal.

Balance is constant adjustment, not rest

The word “equilibrium” is misleading. It sounds like a stop: the system reached a point and stayed there. In practice it is the opposite.

Watch a tightrope walker. From below they seem to “just stand” on the wire. Inside, their body makes dozens of small corrections every second: a little left, a little right, foot, hip, arms. Take those corrections away for one second and they fall. Their calm is the product of nonstop work.

A living system never stands still either. The environment keeps changing. A new signal arrives, the balance shifts, the system adjusts. Another signal, another adjustment. This goes on for as long as the system is alive.

Complete evenness happens only when movement has nowhere left to come from. Physics calls it maximum entropy: total mixing, where nothing contrasts with anything else.

This is not abstract. In a flotation tank a person lies in salt water at almost body temperature, in darkness and silence. After a couple of hours many people’s brains start producing images and sounds. A system short of outside differences invents its own. It cannot exist without contrast.

Burnout is a chronic imbalance, not tiredness

Burnout is usually explained as weakness: poor sleep, lost focus, “you used to manage”. Seen through balance, the picture changes.

Burnout is what happens when input stays larger than what a person can process and give back, for a long time. Tasks arrive faster than they get closed. Expectations outrun energy. The system tries to even things out and cannot keep up. Pressure accumulates for months.

The system does not give up. It looks for any available way to release the pressure. What we call symptoms of burnout are in fact its attempts to restore balance:

• Irritability releases pressure through emotion. Shouting is easier than holding in what no longer fits.
• Procrastination is an attempt to cut input. The person stops taking on new tasks without noticing, because the old ones are not yet digested.
• Cynicism and indifference raise the sensitivity threshold. The system turns down the volume of incoming signals so they stop adding pressure.

None of these is a character defect. It is the system doing what it can to level an imbalance. For a manager this means fighting symptoms is pointless: while input exceeds output, it all comes back. Treat the cause.

Where this hits a Russian team

Here is my interpretation of a pattern worth checking in your own company, not a measured statistic. A local team in Russia usually gets input from two directions at once. One stream is the market itself: buyers, partners, channels and rules that differ from the home market and need their own work. The other stream is head office: global templates, translated reports, calls across time zones, new targets set from the home-market plan. Output channels, meanwhile, often stay as they were. Nobody removes a report when a new one is added.

When that team starts missing deadlines or answering with visible indifference, the head-office reading is “motivation”. The balance reading is different: the system is cutting input and turning down the volume because it cannot release what it has accumulated. An honest look at load and processes will do more than another time-management course.

The same law in the buyer’s head

Now move the same scheme to the customer. It explains sales better than any funnel.

A need is a difference in potential: the gap between how things are and how a person wants them to be. “I’m thirsty” is a gap between being dehydrated and being normal. A purchase is the action that closes the gap. You buy water, drink it, the gap disappears, the need goes. An hour later a new gap opens and a new cycle starts.

This breaks a habit many marketers have. You cannot create a need out of nothing. Without a difference in potential there is no purchase. Good marketing invents nothing. It finds a gap the person already has and shows a short way to close it.

Take someone choosing a CRM. What they want to close is anxiety rather than “the absence of a CRM”: deals get lost, managers forget to call back, money leaks. The gap runs between “I’m not in control” and “I’m in control”. A product that closes exactly that gap quickly beats the one that boasts about its feature count.

This is why discounts rarely rescue a weak product. A discount hits the price and leaves the gap untouched. When a product hits the gap precisely, the buyer forgives both price and small inconveniences.

Why the home-market gap may not travel

For a foreign company the trap is assuming the Russian buyer has the same gap as the buyer at home. Sometimes they do. Often the product is identical and the gap is not: the anxiety behind the purchase, the risk the buyer is trying to remove, the reason to trust a foreign seller at all. A translated slogan answers the home-market gap. If the Russian buyer feels a different one, the ad lands on nothing, and a lower price will not fix that.

So the work starts with the local gap. That means talking to Russian buyers, reading the questions they type into Yandex, and listening to sales calls in Russian, before the copy is written. Treat Google-era assumptions about your category with care here: the search platform, the ad formats and the competitive set in Russia are different, and the language people use to describe their problem is different too.

Brands that calm and brands that push

The same principle explains why some brands last for years and others run out of breath. A brand tied in people’s minds to a return to balance fits into this natural process. “Calmer with us”, “simpler with us”, “with us you keep it all under control”. That promise matches what people are drawn to anyway.

A brand built on acceleration, “more, faster, don’t stop”, works against the system. It energises at first, then adds to the imbalance, and the person leaves. Test a brand promise for Russia by that criterion: does it help the buyer level out, or push them harder?

What to do with this in management and product

Two practical conclusions follow from the one idea.

If you run a team, your goal is a working balance rather than maximum output. Maximum means endlessly increasing input, and that always ends in imbalance. Balance means enough input for energy and drive, enough output for people to release tension, and enough time to process tasks rather than just stack them. A balanced team works steadily and for a long time. A team in imbalance falls apart, however motivated it looks at the morning meeting.

A simple test. Over the last month, did your people get more incoming work while output and thinking time stayed the same or shrank? If yes, the imbalance is already building, you just cannot see it yet.

A related trap: a manager adds goals, meetings and reports and never widens output. People start quietly sabotaging because the system cannot release what it holds. A healthy rhythm counts what was taken off as well as what was loaded: pauses between sprints, the right to say no, clear points where a task is closed and let go. For a Russian team managed from abroad, that half is usually the one missing.

If you build a product, the temptation is to add features. Every feature is extra input for the user, one more decision to make. A strong product helps a person close the need with the least resistance, and people come back to it.

The same view applies to advertising. An ad that promises to close a specific gap quickly works better than one that simply shouts louder than competitors. In Yandex Direct, as anywhere, the first job is finding the real gap in the audience’s head, not inventing a desire it does not have.

Signals, not diagnoses

Irritability, procrastination, boredom and apathy are not defects to switch off by willpower. They are how a system reports an imbalance. So skip “how do I make myself stop procrastinating” and ask “what imbalance is the system dampening, and what should change at the input or the output?” Change the cause and the symptom goes by itself.

The tightrope walker does not hold balance by willpower. They simply do not get in the way of the body’s corrections. Sometimes the best thing you can do for yourself, your team or your buyer is to remove the extra pressure and let the system do what it was built for: even out its input and output again.

Frequently asked questions

Sources

• Russian version of this article on belokrylovo.ru: Почему любая система стремится выровнять вход и выход