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Knowledge criticality: how it is computed

Criticality = Vulnerability × Relevance. Six criteria scored 1 to 3, configurable weights, and an availability that is computed, never typed in by hand.

In short. The criticality of a piece of knowledge is the product of its vulnerability and its relevance. Vulnerability combines availability, transmissibility and confidentiality; relevance combines usage, adequacy and historical importance. Availability is never typed in: it is recomputed from the real number of people assessed at a sufficient level.

This is the engine of the product, and it is deliberately simple enough to be argued about in a meeting.

Criticality = Vulnerability (V) × Relevance (P)
The heat map. Each dot is one piece of knowledge; the further up and to the right it sits, the more critical it is.
The heat map. Each dot is one piece of knowledge; the further up and to the right it sits, the more critical it is.

Vulnerability — how exposed the knowledge is

CriterionWho sets itMeaning
AvailabilityNobody — computed Derived from the real number of people whose mastery has been assessed at a sufficient level. It changes on its own when someone leaves, is hired, or is trained.
TransmissibilityKnowledge manager How hard this is to pass on. A checklist transmits in a day; a judgement built over ten years does not.
ConfidentialityKnowledge manager How restricted the knowledge must remain, which limits how widely it can be spread as a mitigation.

Relevance — how much it matters

CriterionMeaning
UsageHow often the knowledge is actually needed.
AdequacyHow well it fits what the organisation does today.
Historical importanceWhat it has cost the organisation to acquire.
Weight in the average: each of the six criteria carries its own. The “Availability” criterion is never entered — it is recomputed.
Weight in the average: each of the six criteria carries its own. The “Availability” criterion is never entered — it is recomputed.

Ranks and weights

Each criterion is scored on a rank from 1 to 3, and each carries a weight you can configure. The defaults are sensible; changing them is a governance decision, made once, in the Settings screen — not something to adjust per item.

Mastery: the yellow stars

A person's command of a piece of knowledge is a level from 0 to 5, where 5 means "can teach it". Availability reads these levels. This is why the assessment step cannot be skipped: it is the only input the machine cannot invent.

Why availability is never typed in. Because a number that can be typed in can be reassured. When the only way to lower a risk is to actually train someone, the map stops being a negotiation and starts being a measurement.

See a filled criticality mapThe trial space opens on an organisation that is already assessed: criticality map, knowledge at risk and holders show from the first minute. Start a free 14-day trial (no card needed) or request a demo.

See also: Mapping critical knowledge: the method · Your first hour: a first real diagnosis · The modules of the knowledge ERP · Losing know-how: the problem it solves · Key-person risk: knowledge held by one person · Succession planning for critical knowledge

Frequently asked questions

Can the criteria weights be changed?

Yes. Each criterion carries a configurable weight, set once in the Settings screen. It is a governance decision, not an adjustment made item by item.

Why can availability not be edited?

Because a typed-in figure can give false comfort. Availability is recomputed from assessed mastery levels: the only way to lower the risk is to actually train someone.

What do mastery levels 0 to 5 mean?

They are a person's level on a piece of knowledge: 0, no mastery; 5, able to teach it. Availability is computed from these levels.

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