Cohere debuts Canvas: a language model tuned for UX copy and microcopy generation

Tech · 4 min read

Canvas focuses on short, contextually accurate copy for interfaces: labels, button text, help tooltips, and error messages. The model includes configurable tone presets like concise, empathetic, or playful, and can generate variants optimized for clarity and accessibility.

Cohere provides plugins for Figma and content design platforms that let teams generate copy inline and run automated readability and localization checks. Canvas can output translation glossaries and suggestions for culturally appropriate phrasing in supported languages.

Product teams testing Canvas noted faster content iteration and fewer ambiguous messages in user tests, but emphasized the need for human review for legal copy and sensitive flows. Cohere also published best‑practice guidelines for governance of generated UX text.