ShortEditorial Dispatch

When Data Needs Judgement

Following the documented procedure is not, by itself, an act of intelligence.

Abraham of London
Published
Read3 min read
judgementinstitutional-memorygovernanceknowledge-management

There is a category error that causes substantial institutional damage, and it is almost never named clearly enough to be corrected.

The category error is this: treating documented procedures as a substitute for judgement rather than material on which judgement operates.

The record holds what was decided. Judgement asks whether that decision is still the right one. These are different activities. The first is retrieval. The second is evaluation. Organisations that have built good retrieval infrastructure sometimes believe they have built good institutional intelligence. They have not. They have made good retrieval infrastructure.

Here is what the external record cannot hold: the conditions of its own creation. It contains what was decided but not the real reasoning behind it — not the contextual argument, the competing concerns, the explicit caveat that was spoken in the meeting but not written into the minutes. Most records are made under pressure, by people who assume the context is obvious to anyone who matters. It is not obvious to anyone who arrives later.

The record cannot hold the dissent. The meeting produced a consensus; the document records the outcome. What the document does not contain is the concern that was raised and set aside, or the condition under which the group agreed to revisit the decision. That condition was spoken. It was not pressed into clay. In institutional terms, it never happened.

The record cannot hold the moment of its own obsolescence. A policy does not know when the conditions it addressed have changed. It simply waits, and continues to speak in present tense, until someone notices.

In organisations where accountability is tied to process compliance rather than outcome quality, the incentive structure works against this noticing. Following the documented procedure and failing is institutionally safer than departing from the procedure and succeeding. The tablet said so. The tablet remains.

The discipline required here is specific. Not general scepticism about the record — the record is often right, and departing from it without strong cause is its own failure. But a deliberate practice of asking, at the moment of applying a documented procedure, whether the conditions it was designed for are the conditions you are currently in.

This is harder than it sounds, institutionally, because the record carries formal authority and questioning it requires someone to accept responsibility for the departure. That is not a reason to avoid the question. It is a reason to have the question asked explicitly, by someone with the standing to raise it and the knowledge to evaluate the answer.

The tablet holds the count. Judgement determines whether the count is still the right count to be holding.

These require different skills. They should not be confused for the same one.

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