Guide · For Investors

Commercial evidence in startup due diligence.

A short guide to the concepts that separate what an investment case says from what its evidence actually supports. It explains distinctions, not a procedure, and is not investment advice.

Information is not evidence

A data room can hold hundreds of pages and still establish very little. A pitch deck, projections, market sizing, and customer quotes are information about an opportunity. They become evidence only in relation to a specific claim the investment thesis depends on.

The useful question is therefore not how much material exists, but what each piece actually supports—and for which part of the decision.

Four kinds of statement

Claims in an investment case tend to fall into four classes. A fact is established by the available evidence. An inference is reasonably drawn from what is established. A hypothesis is plausible but not yet established. An unknown is not resolved by the evidence available.

Most investment narratives blend all four in the same sentence. Separating them does not make an opportunity better or worse; it makes visible how much of the case rests on what has not yet been shown.

Thesis dependencies

Every thesis depends on a small number of claims that carry most of its weight—a buying trigger, a pricing assumption, a channel, a retention pattern. A weakness in a peripheral claim rarely matters. A weakness in a dependency can change the decision.

Commercial diligence is most valuable where it concentrates on those dependencies rather than distributing attention evenly across everything that could be checked.

Contradictions and evidence quality

Evidence varies in quality. Signed revenue, usage data, and repeat purchasing say something different from pilots, letters of intent, or enthusiastic interviews. Material can also contradict itself: a stated market can conflict with who actually buys, or a growth story with how customers describe the product.

Contradictions are not automatically negative. They are places where the narrative and the evidence have not yet been reconciled.

Judgment is not the same as information

More information does not by itself produce a clearer decision. What investors often lack is an independent interpretation of what the existing evidence supports, what it challenges, and which uncertainties remain material.

That interpretation can support a thesis fully, partially, or subject to conditions; it can contradict it; or it can conclude the evidence is insufficient to decide. An honest assessment keeps that range open rather than deciding the answer in advance.

An independent written assessment

Beryxa independently assesses the evidence behind a specific startup investment decision and delivers its judgment in writing.

About investor diligence