Annotate Fit Feedback
Take sample photos with your phone, upload instantly and annotate images in interactive feedback boards.
AI powered fashion PLM
Track proto, fit, and pre-production samples with current measurements, annotated feedback, vendors, and approval status.
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Take sample photos with your phone, upload instantly and annotate images in interactive feedback boards.
Track measurements, status, feedback, and decisions for every round in one connected sampling workspace.
Use our unique flowchart UI to track samples across vendors (left-to-right), and rounds (top-to-bottom).
For product developers and production managers
Sampling is where product intent meets physical reality. Lifecycle gives teams one place to compare rounds, document fit and quality feedback, and keep suppliers working from the current decision.
Record the product, vendor, round, and status so photos and feedback are not separated from the sample they describe.
Capture photos from a phone, annotate visible issues, and compare requested measurements with the sample received.
Keep comments, measurement differences, files, and requested changes together for the supplier and internal team.
See which points changed, what remains pending, and when a round is ready to advance toward production approval.
Sample round feedback instantly in tech packs
Quickly upload fit feedback photos and annotate them in the tech pack studio. Sample round feedback, from annotated images to measurement differences will be immediately available in your tech pack for your vendor to access.
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Track the evolution of your pieces
See how your fit evolves. Lifecycle automatically tracks every requested measurement across rounds, showing what was adjusted, approved, or still pending - giving you a clear story from first proto to final production sample.

Sample feedback in a flash
Just got delivery of a sample? Quickly scan the QR code in the sample feedback board, snap a photo and watch it magically import into the canvas, ready for annotation and feedback.
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Buyer questions
Clear answers about where this workflow fits in Lifecycle.
It is a structured workspace for tracking sample rounds, vendors, measurements, photos, feedback, revisions, statuses, and approvals against the product being developed.















See how one connected fashion PLM can help your team move from first idea to approved product with more speed, clarity, and control.