Reference alignment
Visual preview can help align style direction when buyers only have photos, sketches or early ideas.
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AI Visual Preview
AI Visual Preview for Clearer Knitwear Sampling Communication
AI visual preview helps buyers communicate design direction more clearly before sampling. It does not replace yarn selection, gauge review, physical samples or production approval.
What buyers can review
Before-sampling communication
It helps reduce misunderstanding before yarn, gauge, stitch and measurements are confirmed.
Technical limits
Final results still depend on yarn, gauge, construction, finishing and physical sample review.
Best use cases
Useful for mood direction, color discussion, silhouette ideas and clearer sampling briefs.