What the result contains
Each result opens with three fixed lines: the archetype, the primary constraint and a confidence level. The summary that follows explains them. The full assessment sets out each domain, the actions in order, and the areas that fall outside the scope of the assessment.
The archetype
An archetype is a recurring pattern in the way the five domains combine. Real organisations are mixtures, so none matches a pattern exactly. Where the organisation is the closest match and not a full one, the result says so and names what differs. Where another archetype is close, it names that too. The organisation may sit between two patterns, and the differences identified can be as informative as the archetype itself.
The primary constraint
The primary constraint is the one condition to address first. It is not always the lowest-scoring domain, and any other domain that is also failing is named alongside it. Those matter too. The result explains why the constraint was identified, for example because direction is not yet defined, a domain is failing across all of its variables, AI activity is already under way with weak governance, or it is the weakest overall. This helps distinguish where action should begin from where weakness is most evident.
Confidence
Every result carries a confidence level, High, Moderate or Low, with the reasons. It reflects how much of the organisation was assessed and how clearly the responses point one way. It is lowered by many responses marked Not yet, a partial fit, a close alternative archetype, areas where the responses are mixed, and several differences between what was said and what the other responses imply. Lower confidence indicates that the result should be treated as a starting point for discussion rather than a settled conclusion.
Differences between what was said and what the responses imply
Where a response sits uneasily alongside the broader pattern of responses, the result notes it as an observation rather than a score. The purpose is to identify areas that may warrant further discussion, not to determine whether a respondent is right or wrong. For example, the capacity gap identified may differ from the gap the other responses point to, or a clear route for raising ethics concerns may sit alongside little use of formal channels. These are worth taking to colleagues.
A result is a reading at one point in time
Resolving a constraint does not end the process. It changes which condition is binding, which may be a different domain, or the same domain reasserting itself under new circumstances. Regulation, competition and advances in AI will continue to change the demands placed on each domain, and what the organisation learns through action should inform the next assessment. A result describes an organisation at a particular moment. It is not a fixed judgement of its capability.