Principle
The single most consistent finding across commercial due diligence is that the people producing the dysfunction are behaving rationally. They are responding, accurately and intelligently, to the consequences the organisation has placed in front of them. The dysfunction is not a failure of character. It is a design output.
Behaviour
An investor examining an underperforming commercial organisation encounters a familiar catalogue: inflated pipeline, unreliable forecasts, deals that stall without explanation, managers who cannot articulate why a rep is struggling, customers who churn without warning. The instinctive interpretation is that some combination of these people is not good enough.
This interpretation is almost always wrong, and it is wrong in a specific and expensive direction. In every case worth examining, the behaviour that produced the finding was the individually optimal response to the incentive structure, the reporting cadence, and the consequence asymmetry that the organisation itself constructed. The rep who inflates pipeline does so because honest reporting is punished more immediately than optimistic reporting. The manager who applies pressure rather than diagnosis does so because they have never been on a live call and have no basis for anything else. The customer who churns silently does so because nobody was incentivised to ask them an uncomfortable question.
Replace any of these individuals and the behaviour returns within two quarters, performed by their successor, for identical reasons. This is the observation that founds the entire discipline, and it is the reason commercial due diligence conducted as a character assessment produces nothing an investor can act on.
Replace any of these individuals and the behaviour returns within two quarters, performed by their successor, for identical reasons.
Evidence
Take any commercial finding and trace it back through the consequence structure until you arrive at a point where the observed behaviour becomes the rational choice. This exercise almost always terminates, and it usually terminates within three steps.
Then test the counterfactual directly. Ask what would happen to an individual in this organisation who did the correct thing rather than the observed thing. Ask what happens to the rep who kills a dead deal early, the manager who reports a genuine problem upward, the account manager who surfaces a customer's dissatisfaction before renewal. In a dysfunctional system the answers are specific, immediate, and unattractive, and every person in the organisation can recite them.
The confirming diagnostic is the personnel history. Where a role has been filled by three different individuals in five years and the pattern of behaviour has been constant across all three, the pattern is not attached to any of them. It is attached to the seat, and the seat was designed by somebody who is no longer being asked about it.
Psychology
Attributing dysfunction to individuals is cognitively cheap and organisationally convenient. It identifies a solution that can be executed immediately, it locates the problem outside the system that senior leadership designed, and it satisfies the entirely human tendency to explain behaviour by disposition rather than by circumstance.
The alternative explanation is uncomfortable for precisely symmetrical reasons. If the sales team is behaving rationally, then the incentive architecture is the finding, and the incentive architecture was approved by people who are still in the room. Systems analysis implicates the designers. Character analysis implicates the operators, who are less powerful and easier to replace.
Commercial Risk
An acquirer who interprets commercial dysfunction as a personnel problem will replace personnel, and will discover across the following eighteen months that the replacements behave the way their predecessors behaved. The cost is the disruption, the recruitment, the ramp, and the eighteen months, and at the end of it the finding is unchanged.
The discipline this library exists to describe rests on a single inversion: assume the people are rational and interrogate the system that made their behaviour sensible. Every article that follows is an application of that method to a specific finding. The findings differ. The method does not, and the method is what transfers from one asset to the next.
Investment Committee Note