Understand
Outfit Understanding
Evaluate whether the outfit works visually and whether it is worth taking forward.
Create new outfits, visualize them on a person, understand whether they work, improve their styling and prepare fashion ideas for tailoring and production.

One connected platform
Platform capabilities
8
Core fashion workflows
Each capability supports a different point in the journey—from initial creation and visualization to evaluation, tailoring and production.
Turn written fashion ideas and visual references into polished outfit concepts.
Explore capabilityUpload a person image and visualize a garment or AI-generated outfit on that person before buying, stitching or production.
Explore capabilityTurn a generated fashion concept into practical outfit-making guidance with fabric requirements, measurements and tailoring instructions.
Explore capabilityUnderstand, improve, personalize and prepare an outfit for real-world production.
Explore capabilityOrganize selected outfit generations and try-on results into meaningful groups.
Explore capabilityKeep your strongest fashion results easy to find and revisit.
Explore capabilityAccess previously created outfits, try-on outputs and fashion experiments.
Explore capabilityCreate structured PDF documents for reference, presentation and tailoring.
Explore capability
Creative inputs
3
Prompt, material and visual reference
Begin with a written idea, a material image or a fashion reference. Guide the system with garment details, styling direction and intended occasion.
Describe the outfit, silhouette, occasion, color direction and design details you want.
Use a material or fabric image to guide the generated garment’s visual direction.
Provide visual inspiration to communicate styling, garment form and design language.
Guide colors, outfit category, garment type and overall fashion mood.

Core workflow
2
Person image + garment reference
Upload a person image and combine it with a garment or AI-generated outfit to create a realistic AI virtual try-on preview for buying, styling and tailoring decisions.
Begin with a clear image where the person and relevant body area are visible.
Upload the clothing item or use an outfit previously created inside the platform.
The system aims to preserve the person’s identity, pose and general appearance.
Use the result to explore suitability before purchasing, tailoring or production.

Next destination
Lab
Continue inside Outfit Lab
Turn a generated fashion concept into practical outfit-making guidance with fabric requirements, measurement information and tailoring instructions.
Understand the fabric and material requirements associated with the selected outfit concept.
Use measurement-related information to make the generated fashion concept more practical for tailoring.
Prepare practical garment and construction guidance that can support discussion with a tailor.
Continue into Outfit Lab for deeper fit evaluation, production guidance and CAD pattern drafting.
Outfit Lab is an AI fashion analysis and production workflow that helps you evaluate an outfit, improve fit and styling, personalize the result and move the concept toward tailoring and production.
Understand
Evaluate whether the outfit works visually and whether it is worth taking forward.
Improve
Identify practical adjustments that can strengthen fit, styling and personal suitability.
Produce
Move from visual concept toward tailoring and production planning.
Ask AI
Ask context-aware questions about the specific outfit and receive practical guidance.
One complete intelligence journey
Fashion exploration often produces many useful results. History, Favorites and Collections make it easier to revisit, compare and organize them.
Return to previously generated outfits and virtual try-on results without starting again.
Mark the strongest results so they remain easy to locate while exploring multiple ideas.
Group related outfits, try-on previews and fashion concepts into organized collections.
Fashion Library

Elegant evening

Modern editorial

Tailored concept

Seasonal look
Organized results
Always available
Export selected fashion information into structured PDF documents for personal reference, presentation and discussion with designers or tailors.
Fashion Try-On AI
Outfit Intelligence Report

Outfit overview
Style
✓
Fit
✓
Production
✓
Fashion Try-On AI connects creation, visualization, evaluation and production-focused support in one workflow.
Capability
Basic AI image tool
Fashion Try-On AI
Create an outfit from an idea
Generate from material references
Perform virtual try-on
Evaluate outfit quality and suitability
Receive measurement and tailoring guidance
Get tailoring and production assistance
Generate tailor-oriented CAD drafts
Organize results and export fashion PDFs

Create the outfit, visualize it, understand it and move it toward a clearer styling, tailoring or production decision.