Measure transformation without overstating the evidence.

What the method examines

PromptLeash examines five connected dimensions. No single activity metric is treated as proof of transformation.

Indicative assessment versus verified baseline

The public assessment is a self-reported directional diagnostic. It helps a visitor identify a likely maturity stage and practical next actions. It is not an independent audit, customer benchmark, or verified AIM Score.

A verified baseline should use agreed definitions and relevant organisational evidence, review conflicting signals, document missing data, and make the interpretation available for challenge.

Interpretation principles

• Access and activity do not, by themselves, demonstrate adoption or impact.
• Evidence is interpreted in its organisational and workflow context.
• Missing or weak evidence is made visible rather than converted into false precision.
• Results should guide the next decision and be reviewed as the organisation changes.

Current limitations

• PromptLeash does not currently publish a proprietary cross-customer benchmark dataset.
• The public assessment relies entirely on the visitor's responses.
• Transformation outcomes vary by task, organisation, workforce, controls, and implementation quality.
• AIM evidence should complement, not replace, legal, security, risk, finance, or workforce expertise.