Multilingual model adaptation

The operating task

Improve task behaviour across selected languages and regional operating contexts. Task-specific quality, useful reasoning and deployment fit shape the model-development programme.

Softinator's contribution

Improve task behaviour in chosen languages, including the domain terminology and formats users actually encounter. The commissioned output includes language contribution release and multilingual assessment.

Acceptance in use

Review task consistency across languages and identify failures concealed by an aggregate score. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.