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Model quality, measured in real work products.

Professional dashboards, documents and interfaces become demanding evaluation tasks with observable business requirements.

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Selected programme
SourceWork productSource and rendered evidence

A business work product with functional, analytical and visual requirements.

The performance gap

Generic prompts miss the layered demands of a business dashboard, document or interface. A result may look finished while failing to preserve the source, satisfy the brief or support the intended workflow.

Our contribution

We designed professional artefact tasks around realistic context and observable requirements. Functional and visual judgement met in the same quality decision, so the model was evaluated against the work product the business actually needed.

Value delivered

The programme delivered task briefs, context packages, rendered evidence and review criteria. This gave model builders a stronger test of professional usefulness, with outcomes that connected model behaviour to the quality of the resulting artefact.

Platform context.

Softinator capability dossierProgramme record · page 20

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