You Do Not Have a Data Problem

I sell organizational assessments, and I am going to tell you what most of them are for.

A significant share of the assessments commissioned in this sector are not commissioned to discover something. They are commissioned because a leadership team already knows something, cannot say it to each other, and needs a document that will say it for them.

That is not a criticism of the leaders who do it. It is often the only available path. But it is worth naming clearly, because the organizations that understand what they are buying get far more out of it than the ones that believe they are conducting original research.

Start with what is already sitting in your building.

You have turnover by department and, if you looked, by supervisor. You have exit interviews, which are mostly useless as written and enormously useful in aggregate, because the pattern in what people politely decline to say is itself a finding. You have grievance and complaint history. You have overtime distribution, which tells you where the shifts are not getting covered and therefore where people are quietly leaving. You have internal transfer requests, which are the most underread document in most human resources departments. A transfer request is a resignation from a manager rather than an organization.

You also have the informal record, which is not in a system anywhere and which every person in a leadership meeting could recite. Which site nobody wants to be assigned to. Which supervisor gets a particular look when their name comes up. Which director everyone routes around. Which program is fine on paper and has not had a stable roster in two years.

None of that is hidden. It circulates constantly. It is discussed in parking lots, in text threads, and in the ten minutes before a meeting officially starts.

So the constraint is not information. The constraint is that acting on what is known would require a conversation somebody is not willing to have, and commissioning more data is the most respectable way to postpone it. New data feels like diligence. It has a budget line. It produces a timeline. It buys two quarters and nobody can accuse you of inaction, because you are gathering information.

I have done this myself as an executive. I once commissioned a piece of work I did not need in order to avoid a conversation with someone I did not want to have it with. The report came back and said the thing I already knew, in a font, and only then did anyone act on it. It worked. It also cost money and four months, and the delay did real damage to people who were waiting.

Which brings me to what assessment is genuinely for, when it is used well.

It is not discovery. It is legitimation and precision. It takes what everyone knows and makes it sayable in a room where saying it directly would be career limiting. It converts a widely held impression into something with a number attached, which changes who is allowed to raise it. It disaggregates, so that a vague sense that morale is bad becomes a specific finding about two of your eleven sites. And it protects the person who would otherwise have to be the one to say it, which in most organizations is a mid level manager with the least ability to absorb the cost of being right.

That is real value. It is just not the value most people think they are buying.

Before you commission anything, run this exercise with your leadership team. Everyone writes down, privately, the one thing they believe is wrong with this organization that has never been formally named. Then read them aloud without attribution.

If the same item appears on most of the sheets, you do not need a study. You need a decision, and the study you were about to buy is the thing standing between you and making it.

Data is not what is missing. Willingness is what is missing, and no instrument on the market measures that one.