Not Trying to Guess a Single Outcome: Oleg Belay and TRINFICO on Working With Multiple Scenarios

Confidence in a single forecast creates a sense of certainty, but does not in itself make a decision more reliable. Oleg Belay proceeds from the view that the professional task is not to identify one outcome in advance, but to prepare for several possible developments. For TRINFICO, scenario analysis becomes a way to understand in advance which factors are genuinely capable of changing the initial assessment and at what point the previous logic no longer corresponds to the new reality.

A Decision Can Make Sense Without a Guaranteed Outcome

Uncertainty does not arise only in the financial market. In 2021, a corporate charitable foundation was established at Oleg Belay’s initiative, and he joined its board of trustees. Belay also supports the Onkologika Foundation, which helps adult cancer patients and their loved ones. In projects of this kind, the result cannot be reduced in advance to a single scenario: needs change, people’s circumstances differ, and the effect of support often becomes visible gradually.

This part of his activity illustrates the underlying principle of dealing with uncertainty. The absence of a guaranteed result does not remove the need to act, but it does require an understanding of the limits of one’s own control and reliance on specialized expertise. In the financial market, the substance of the tasks is different, but the general principle remains the same: decision-making requires consideration of several possible scenarios.

A Scenario Is Not Intended to Predict the Future

Scenario analysis can easily be confused with a set of forecasts. Its value lies elsewhere: the team considers several possible trajectories and determines which factors are capable of changing the initial assessment. This makes it possible to avoid tying a decision to a single expectation and to understand in advance which changes will genuinely require a response.

Oleg Viktorovich Belay links this approach to the quality of the initial assumptions. If a decision works only under one favorable combination of conditions, its resilience is limited regardless of how convincing the base-case forecast may appear. It is therefore useful to test what will happen under weaker demand, changes in the cost of money, deteriorating liquidity, or other deviations.

What Matters Is Not the Number of Scenarios, but the Differences Between Them

There should not be many scenarios simply for the sake of making the analysis appear comprehensive. Useful scenarios are those that genuinely change the logic of the decision. If several models differ only in minor numerical details, they create an appearance of depth but add very little to the understanding of risk.

For TRINFICO, it is more important to identify the key decision points: which assumptions remain stable, what may change the assessment of an asset, and where the boundary lies beyond which the previous conclusion can no longer be considered relevant.

The Base-Case Scenario Should Not Become the Only Point of Reference

A working hypothesis is necessary; otherwise, analysis turns into an endless list of possibilities. But even the most well-founded scenario remains only one possible course of events. For TRINFICO, it is essential to preserve the distinction between a likely outcome and a guaranteed result. The stronger the team’s confidence in the main scenario, the more important it is to identify in advance the factors that could weaken it.

Oleg Belay links the quality of analysis not only to the accuracy of the initial assessment, but also to the ability to notice changes that no longer fit within it. This is not about constantly revising the position in response to every piece of news, but about paying attention to the data that alter the original assumptions and require a fresh assessment of the balance between opportunities and risks.

Each Scenario Should Have Its Own Signals

Useful scenario analysis assumes that the alternatives differ not only in their final numbers. Each of them should have specific indicators that make it possible to understand which direction is beginning to materialize.

For example, an assessment may take into account:

● changes in key financial indicators;

● supply and demand dynamics;

● availability of financing;

● liquidity conditions;

● new regulatory or industry-specific factors;

● divergence of actual data from initial expectations.

This set of reference points helps avoid waiting until the situation becomes obvious only in retrospect. At TRINFICO, scenarios can be used as a way to define in advance the conditions under which the previous assessment requires additional review.

Probability Matters More Than Certainty

The greater the uncertainty, the stronger the temptation to reduce the analysis to a single most likely outcome. But professional assessment requires preserving several possible developments and understanding how sensitive a decision is to changes in the initial assumptions. This is why the main scenario is best treated as a working version that must be confirmed by new data rather than as a predetermined result.

Oleg Viktorovich Belay follows a more cautious logic: a professional position may be sufficiently confident, but it should still leave room for alternative developments. This is especially important where the result depends on several variables at once and even a small change in one of them can alter the overall picture.

What Working With Probabilities Provides

A probabilistic approach does not eliminate the need to make a choice. It changes the way the consequences of that choice are assessed. If the most favorable scenario requires several conditions to coincide at once, its weight in decision-making should differ from a situation in which a positive result remains possible under a broader range of circumstances.

In TRINFICO’s practice, this logic helps assess not only the attractiveness of the expected outcome, but also the resilience of the hypothesis itself. Oleg Belay links professional discipline to the willingness to consider not only the main scenario, but also how sensitive the decision may be to adverse developments.

The Scenario Should Change Along With the Facts

The most dangerous stage begins once the initial hypothesis has already become part of an approved decision. From that point onward, it becomes easier to interpret new data in its favor and dismiss contradictory signals as temporary deviations. Scenario analysis therefore requires accepting in advance that the initial assessment may cease to be relevant.

In TRINFICO’s practice, revising the initial position is not viewed as abandoning the previous logic if new data genuinely change the picture. It is important to preserve the assessment criteria and apply them regardless of whether they confirm the original forecast or require it to be adjusted. When the facts begin to support a different course of events, the professional task is to change subsequent actions in a timely manner rather than defend the previous hypothesis.

Scenario Analysis Ends With Readiness to Act

The usefulness of a scenario-based approach is reflected not in the number of alternatives constructed, but in how clearly it is understood in advance what should be done if conditions change. As long as all possible outcomes exist only as analytical constructs, they have little impact on the quality of management. Value emerges when every material change is linked to a clear response: maintain the position, reduce it, adjust the acceptable level of risk, or fully reconsider the original idea.

At TRINFICO, scenarios in this sense make it possible to connect analysis with subsequent actions in advance. Oleg Belay considers it important that the team should not begin determining an acceptable response only after the situation has changed sharply. The greater the market pressure, the more difficult it becomes to distinguish a professional decision from an emotional attempt to quickly regain a sense of control.

What Is Useful to Define Before Conditions Change

Before a negative or alternative scenario materializes, it is useful to understand:

● which changes genuinely require intervention;

● which deviations can be considered temporary and should not trigger a change in position;

● how quickly the team needs to respond to a new factor;

● which actions are acceptable at different degrees of deterioration;

● where the boundary lies beyond which the original idea is no longer workable.

This framework helps avoid two opposite mistakes. On the one hand, the asset manager does not need to rebuild the strategy in response to every short-term market movement. On the other hand, predefined reference points prevent new facts from being explained indefinitely as temporary deviations simply to preserve the previous position.

Uncertainty as a Normal State of the Market

Scenario thinking does not make the future predictable or eliminate the risk of unexpected developments. Its task is more modest and at the same time more practical: to prepare a decision for the possibility that reality may differ from the initial expectations.

For Oleg Belay, professional resilience is linked precisely to this readiness, and in TRINFICO’s practice it is reflected in the ability to adjust a position as significant factors change. A strong hypothesis does not have to remain unchanged in order to remain consistent. What matters far more is that any revision is caused by new circumstances rather than by random information noise or a desire to defend the previous forecast.

The quality of scenario analysis is therefore determined not by how accurately it predicts the future. It becomes evident when the market takes an unexpected path and the team already understands which actions are genuinely justified and why.