Hidden asymmetry: how unequal access to opportunities distorts results

My professional insights · Lyudmil Karaulanov · 13 min read

Published: 3 August 2026 · Version 1.0

Two people receive the same target and the same bonus formula. At first glance, the assessment is fair. But one works with established customers and an experienced team, while the other is only beginning to build relationships and is waiting for access to the necessary information. At the end of the period, the numbers are compared without necessarily comparing the conditions.

This initial difference seems to me more important than it is usually acknowledged to be. It does not devalue a good result or release anyone from responsibility. It helps reveal what part of the achievement comes from individual contribution and what was made possible by decisions taken before the work itself.

Inequality as a structural defect

Hidden inequality is not only a moral or legal problem. It is a defect in the structure of the business. It appears when resources, information, attention and development opportunities are allocated not according to clear, verifiable criteria but through closeness, habit, personal liking, preconceptions or an established circle of trust.

The organisation then does more than treat individuals unfairly. It begins to use its own resources poorly. Capable people remain outside important projects, and their potential is never tested. Weaker decisions are repeated because they come from familiar and preferred sources. Management gradually begins to believe that the results confirm its original choice.

In fact, the system often measures not only talent but also the opportunity given to it in advance to demonstrate itself.

The flaw in the starting position

Sometimes an advantage is created as soon as tasks are allocated. Who receives the promising customer? Who gets help from an experienced colleague? Who hears about the new opportunity in time? Each individual decision may have a reasonable basis, but their overall pattern deserves examination.

• Access to resources. The same employees consistently receive key customers, strategic projects, larger budgets and direct contact with management. Others are left with the small, difficult or high-risk assignments.
• Unequal information. One circle has advance data, context and informal mentoring, while others are expected to work out the unwritten rules themselves.
• Unequal visibility. Some present their results personally to management, while others' contributions reach it through someone else's interpretation or remain entirely invisible.
• A double standard for mistakes. One person's omission is accepted as a natural part of development, while a similar omission by another becomes evidence of a lack of ability.
• Different weight given to voices. The same argument is received differently depending on who makes it, their position and their proximity to the centre of influence.
• Unequal recognition. With similar results, one person's achievement becomes a public example while another's is regarded as normal performance of their duties.

Each individual decision may seem minor. Repeated over time, these decisions build a parallel system of access, influence and development.

Apparently objective measures as a screen

Final results are often measured numerically: turnover, new customers, completed projects, profit and cost savings. At first glance, this is objective.

But if a bonus depends on revenue generated while access to the most profitable customers is determined informally, remuneration measures more than sales ability. It simply reproduces the opportunity allocated in advance.

If development depends on participation in significant projects and the same people are habitually included, the system does not identify talent. It confirms its own initial preference. If a manager values confidence in presentation without considering who had access to information, preparation and support, they may mistake privilege for personal ability.

Even formally identical criteria thus produce unequal results when the conditions for meeting them have been fundamentally different.

The self-confirming model

When a good opportunity goes to someone already proven, they may achieve another strong result. That result then becomes the reason for giving them the next opportunity too. The logic is understandable. The question is whether the others have any route at all to demonstrating their abilities.

After a while, the organisation compares two people and concludes that the first has greater potential. The conclusion appears to be based on results but overlooks that those results were produced in different environments.

The initial preference thus creates the conditions later used as evidence that it was correct. This is extremely dangerous because the system does not see itself as unfair. It believes it is simply following the results.

Informal networks as parallel management

In many companies, important information does not travel along official routes. It moves through informal conversations, meetings, personal contacts and close circles of trust. This is often where decisions are made about who receives a new project, who is invited to a discussion and whose mistake is explained by mitigating circumstances.

Informal relationships are not a problem in themselves. Every organisation thrives on trust, rapid communication and human connection. The problem begins when the informal network replaces the official system of opportunities. Access to the owner or managing director then becomes a resource in its own right. People closer to that centre learn earlier, receive more context and have a chance to explain their decisions in advance. Others are assessed solely on the final result, without the same protective mechanisms.

Hidden asymmetry towards customers

The same defect recurs in external relationships. Sales, credit and customer service teams may unconsciously apply different standards, devote different amounts of time or reach preliminary conclusions about a customer's reliability and potential based on secondary characteristics:

• age, gender and background;
• appearance, clothing and confidence in language;
• the size or history of the business;
• location and membership of a particular social milieu.

Not every difference in approach is wrong. Customers have different risks, needs and economic potential. The problem arises when a difference in treatment rests not on verifiable data but on personal preconceptions. The organisation may then underestimate a reliable customer, offer worse terms to a promising partner or waste resources on someone who simply resembles the familiar image of a “good customer”.

The cost to the business

Hidden asymmetry has a direct economic cost:

• Loss of capability. Valuable specialists leave when they realise that development depends more on closeness and visibility than on contribution. The most capable rarely leave after an open conflict. First they stop proposing ideas, then decline additional responsibility and gradually withdraw.
• Distorted assessment of talent. Management overestimates people who consistently receive better opportunities and underestimates those whose potential has never been tested. The company selects not the best, but the most visible within an environment arranged in advance.
• Missed markets. Entire groups of customers and new niches remain undervalued because they do not match the traditional image of the desired customer.
• Poorer decisions. When the same type of people with the same experience have constant access to decisions, the organisation loses the ability to recognise its own blind spots.
• Erosion of trust. When people see different treatment for similar contributions, they begin investing in their relationships with the centre of influence rather than in the result.

Equal opportunity is not identical treatment

Fairness does not require everyone to receive the same thing. Experience, preparation and the nature of the assignment matter. What matters is that differences can be explained on those grounds rather than remaining an opaque privilege for people closer to decisions.

Equal opportunity means something else: differences in management decisions must be explainable through relevant, verifiable and objective circumstances. An employee may receive a larger project because they have proven experience. But the question remains how others will gain the same experience if they never receive a controlled opportunity to develop it. A customer may receive different terms because of a genuinely established credit risk, but not because they fail to resemble a subjective image of a reliable partner.

A controlled opportunity to prove yourself

Fairness does not require the riskiest project to be entrusted to someone unprepared. A limited assignment, support and clear criteria for the next step are often sufficient. The opportunity for development then becomes real without requiring the company to take a reckless gamble.

• participation in part of a significant project before assuming full responsibility;
• working with a key customer under the supervision of a more experienced colleague;
• periodic rotation of assignments and departments;
• predetermined criteria for progressing to a higher level;
• recorded feedback after each opportunity provided;
• access to training and mentoring outside the informal circle around management.

The business thus does not sacrifice its security for abstract equality. It creates a real chance for talent to be tested under reasonably managed risk.

Periodic review of the system

Hidden asymmetry is not resolved through general moral declarations or a formal prohibition of discrimination. The system itself needs periodic review through specific questions:

• Who actually receives the most promising customers, projects and resources?
• Who consistently remains outside important assignments?
• Is contribution recognised equally for similar results?
• Who is allowed to take controlled risks, make mistakes and grow?
• Whose mistakes are explained by circumstances, and whose become a judgement of their character?
• Who receives informal mentoring and advance information?
• Do requirements imposed on customers change according to personal expectations?
• Can every significant resource allocation decision be defended with verifiable facts?

These questions do not take away management's freedom. They make it informed, structured and defensible.

Data as an objective corrective

Hidden asymmetry is difficult to demonstrate through a single case, because every individual decision may have a reasonable explanation. The pattern becomes visible only when its accumulation over time is traced. Data on who participates in significant projects, who receives the highest ratings, access to training, customer discounts and promotions provide an early signal. The aim is not to replace human judgement with statistics, but for data to reveal whether apparently separate decisions form a recurring pattern.

Where is the point of instability?

What this concept means →

It lies where the final result is assessed entirely as personal merit, without seeing how information, assistance and opportunities were allocated beforehand. Good intentions can then sustain a closed circle of people already recognised.

That is why I consider a periodic look at who receives a chance, who remains outside it and how those decisions are explained useful. It allows high standards to be maintained while giving capable people an understandable route towards them.

This material is of a general analytical nature and does not constitute individual legal, tax, financial or investment advice.