I have been thinking about transactions lately. Not the banking kind, although those have a way of making themselves known at inconvenient hours. I mean the quieter exchanges that shape most of our lives: someone asks for your time, you give it; someone shares a problem, you listen; a team asks for more effort, you stay late; a product asks for your data and, in return, promises to make your life easier.
Most of these exchanges do not involve money, but they still carry a cost. Attention has a cost. Trust has a cost. Emotional energy has a cost. So does patience, although many organisations seem to treat it as an infinitely renewable resource.
I started thinking about this after a conversation with someone who had been carrying far more work than the people around them seemed to notice. They were not complaining about the workload itself. In fact, they were capable, dependable and usually the first person to step in when something needed to be done. What bothered them was something harder to explain.
“I don’t mind doing more,” they said. “I just don’t want to feel used.”
That sentence stayed with me because it captured something I have seen many times in teams, relationships and organisations. People rarely resent effort on its own. They resent effort that disappears into a system where it is neither recognised nor returned.
You can work late for a team and still feel good about it. You can help someone through a difficult period without expecting anything immediate in return. You can spend months building something before anyone sees the value. The effort may be significant, but it does not always feel like a burden. Then there are much smaller exchanges that leave us strangely tired: a meeting where nobody listens, a favour that quietly becomes an expectation, a product that asks for twelve steps before giving us one useful answer, or a relationship where one person always reaches out first.
The difference is not simply effort. The difference is the quality of the transaction around it.
We usually think of transactions in commercial terms. You pay, you receive. There is a product, a price and, if you are unlucky, a tax line that requires its own explanation. But human life is full of transactions that never appear on an invoice.
A conversation is a transaction of attention. Leadership is a transaction of trust. Mentorship is a transaction of experience, time and belief. A product is a transaction between effort and value. Even silence can become a transaction, because one person may offer vulnerability while the other decides whether to acknowledge it.
Every exchange carries an invisible question: what am I putting into this, and what am I receiving in return?
We may never say it aloud. We may not even realise we are asking it. But we feel the answer.
That led me to a simple idea:
Transaction = Intent × Reciprocity + Perceived Value
The direction felt right. Intent mattered. Reciprocity mattered. Value mattered. But the formula did not fully hold together.
Perceived value could not simply sit at the end like a service charge. It changed the meaning of the entire exchange. Reciprocity was also more complicated than equality. A parent caring for a child does not expect the child to return the same amount of effort. A mentor may give years of experience and receive little more than the satisfaction of seeing someone grow.
There was also something important missing: friction.
Every exchange asks something from us beyond the obvious contribution. There may be confusion, delay, ego, distrust, bureaucracy, emotional effort or cognitive load. Sometimes the friction becomes so high that even a valuable exchange no longer feels worthwhile.
So the idea evolved into a broader framework:
The Transaction Quality Framework
Transaction Quality = (Intent × Reciprocity × Perceived Value) ÷ Friction
This is not meant to be literal mathematics. There is no need to build a dashboard, colour-code the cells and add a monthly review cadence. It is simply a way to understand why some exchanges strengthen people while others slowly wear them down.
The framework has four parts: intent, reciprocity, perceived value and friction. Each one changes the way an exchange is experienced.
Intent: what is really happening here?
Every transaction begins with intent. Why is this conversation happening? Why is someone asking for help? Why is a new process being introduced? Why does a product want access to your data?
Intent gives the exchange its direction.
Sometimes the intent is generous. Someone wants to help, teach, support or protect. Sometimes it is practical. A company wants revenue. An employee wants growth. A leader needs a project delivered. Usually, it is a mixture.
That is not a problem. A leader can genuinely care about someone’s development and still need them to perform. A business can want to improve a customer’s life and make money. A person can help a colleague because they care and because they hope the favour will be remembered.
Human motives are rarely pure. We are not saints, villains or LinkedIn posts.
The difficulty begins when the stated intent and the real intent drift too far apart. A leader says, “I want your honest feedback,” but becomes defensive when they hear it. A company says, “We value your time,” then makes cancellation harder than applying for a home loan. A colleague says, “I would love your perspective,” when what they really mean is, “Please agree with me, but make it look collaborative.”
People may not always be able to name the mismatch, but they usually sense it. Trust begins to weaken when intent is unclear.
This is why honest intent matters more than polished intent. Sometimes the truth is simply, “This needs to get done, and I need your help.” There is dignity in clarity.
Reciprocity: do both sides matter?
Reciprocity is often confused with equality, but they are not the same.
A good exchange does not require both sides to contribute the same amount at the same time. It requires both sides to be recognised. If I speak, do you listen? If I contribute, does anyone notice? If I give my time, is it treated as valuable? If a customer gives a product their money and data, does the company respect both?
Reciprocity can take many forms. It can be payment, gratitude, support returned later, recognition, trust, opportunity or a simple acknowledgement that the effort mattered.
This is why people can willingly give more than they receive and still feel good about the exchange. A teacher may give more to a student than the student can return. A parent may spend years giving without expecting a balanced scorecard from the child. A leader may absorb pressure so the team can remain focused.
These exchanges can still feel meaningful because something comes back: growth, purpose, gratitude, progress or trust.
The issue is not always imbalance. The issue is when the imbalance is ignored.
People can carry a great deal when they feel seen. They carry far less when they feel taken for granted. This is where resentment often begins, not with one dramatic betrayal, but with a long series of small exchanges in which one person’s effort slowly becomes invisible.
Perceived value: was it worth it?
Value is not objective. It is experienced.
A five-minute conversation can change the direction of someone’s career. A two-hour meeting can achieve nothing except producing another meeting, which remains one of corporate life’s most reliable outputs.
The value of an exchange depends on timing, relevance, context and outcome. Advice may be excellent but useless if it arrives too late. A product may have fifty features but still fail to solve the one problem the customer came with. A leader may spend an hour explaining strategy, but if the team still does not know what to do on Monday morning, the value of the conversation is limited.
This is where intended value and perceived value begin to separate.
We often judge our contribution by the effort we put into it. We say, “I spent three weeks preparing this,” or, “We built a sophisticated system,” or, “We included all the necessary detail.” That may all be true. But the person receiving it is asking a much simpler question: did this help me?
That is the uncomfortable part of value. Effort does not guarantee usefulness.
A beautifully designed process that nobody understands has low perceived value. A simple sentence that gives someone clarity may have enormous value. This matters in leadership because leaders often overestimate the value of information and underestimate the value of certainty. It matters in design because teams sometimes fall in love with the elegance of a solution while users are still trying to find the button. It matters in relationships because what feels like support to one person may feel like pressure to another.
Value lives with the receiver.
Friction: what does the exchange make me go through?
Friction is everything that stands between intent and value.
Some friction is obvious: too many approvals, too many steps, slow systems, confusing interfaces, meetings that could have been emails, followed by emails explaining the meeting.
Other forms are harder to see. There is the effort of asking for help, the fear of being judged, the emotional cost of explaining the same problem again, the mistrust created by past promises and the exhausting need to decode what a leader really means because nobody wants to say the difficult thing plainly.
Friction is not always bad. Learning has friction. Change has friction. Trust takes effort. Important decisions deserve thought. The goal is not to make everything effortless. That would be unrealistic and slightly suspicious.
The goal is to remove effort that contributes nothing.
Good friction helps us think. Bad friction simply makes us tired.
When friction becomes greater than value, people begin to withdraw. A customer leaves the product. An employee stops volunteering. A team member stops sharing ideas. A person stops reaching out.
Sometimes they remain in the room. They continue attending meetings, replying to messages and doing the minimum required. But the real transaction has already ended. Their trust has left before they have.
The paradox
This brings us to the paradox.
The most meaningful transactions eventually stop feeling transactional.
Think about the best relationships in your life. You are probably not keeping a detailed account of who called last, who paid for lunch or who offered more emotional support in the third quarter.
There is trust. You believe the other person sees you. You believe the exchange is fair, even if it is not balanced every day.
The same is true in good teams. People stretch because they believe the effort matters. They support one another without immediately asking what they will receive in return. They do not have to audit every interaction because the larger relationship feels sound.
This is not the absence of a transaction. Time is still being given. Trust is still being placed. Effort is still being spent. But the quality of the exchange is high enough that nobody feels the need to keep score.
That is the Transaction Paradox.
The highest form of transaction is not an exchange without cost. It is an exchange that feels larger than calculation.
What this means for leadership
Leadership is one of the clearest examples of this framework because people give leaders far more than task completion. They give judgment, energy, creativity, patience, discretion and loyalty. Sometimes they also give evenings, weekends and parts of their personal lives they had not planned to hand over.
What comes back cannot be limited to salary.
People need clarity. They need decisions. They need support. They need to know that their effort is leading somewhere.
This is why teams can survive intense periods without becoming bitter. The purpose is clear, the burden is shared and the value is visible. It is also why a relatively small amount of work can become exhausting when priorities constantly change, decisions are avoided and nobody acknowledges the cost.
People do not always resist effort. They resist poor transactions.
A good leader improves the exchange. They make intent clear, create reciprocity, connect work to value and remove unnecessary friction.
That is often what leadership looks like in practice. Not grand speeches or heroic gestures, but making it easier for people to give their best without feeling that the system is quietly feeding on them.
What this means for product design
Every product is a transaction. The user gives time, attention, information, money or trust. The product promises value in return.
Design shapes the terms of that exchange.
A poor experience asks for too much too early. Create an account. Verify your email. Choose your preferences. Accept permissions. Watch the tutorial. Complete your profile. And now, after what feels like a minor immigration process, perhaps the product will show you whether it is useful.
A good product does the opposite. It makes value visible early, removes unnecessary effort and respects the user’s context. It does not ask people to understand how the company is organised in order to complete a basic task.
This gives us a simple way to describe good design:
Good design reduces the friction between human intent and meaningful value.
The user should not have to carry the weight of our internal complexity. They came to do something. Our job is to help them do it.
What this means for AI
AI creates a new version of the same exchange.
The user gives a prompt, context, data, attention and trust. The system promises speed, insight or reduced effort.
The transaction works only when the value is greater than the cost of interacting with it.
An AI system may be impressive in a demonstration and exhausting in real life. If the user must keep correcting it, checking it, re-explaining context and worrying about what it invented, the system has not removed work. It has simply moved the work around and added a little mystery.
Useful AI improves the transaction. It lowers cognitive effort, makes its intent understandable, earns trust through consistent value and keeps the human in control when the consequences matter.
The right question is not only, “Can the AI do this task?”
It is also, “Does this make the exchange better for the person using it?”
That is the harder question, and the one that matters.
Final thoughts
I do not think we need to walk through life treating every interaction like a commercial contract. That would be exhausting. Nobody wants to end dinner by announcing, “Thank you for the conversation. I believe I contributed 54 per cent of the emotional value.”
But it helps to understand why some exchanges leave us feeling energised while others leave us quietly depleted.
Every day, we trade in things that have no visible price: attention, trust, time, effort, hope and belief.
When something feels wrong, the framework gives us four useful questions. Was the intent honest? Did both sides matter? Was there real value? Was the friction reasonable?
These questions do not turn relationships into mathematics. They help us notice where the relationship has begun to lose its humanity.
Because when intent is clear, reciprocity is felt, value is real and friction is low, something changes. We stop keeping score. The exchange becomes trust. The transaction becomes a relationship. And both sides leave with more than they brought into it.
