Specs and POMs
Measurement context gives the pack a technical base.
AI tech pack workflow
How to create a tech pack with AI
The AI workflow starts with garment references and notes, then generates the structured technical package: overview sketch, specs, measurements, BOM, construction operations, callouts, colorways, artwork pages when relevant, and export-ready pages.
Step 1
Upload the garment photo or reference you already have
Start with the best garment context you have. You can upload a product photo on a person, a clean product photo, a sketch, a flat, or reference images. You can use only a front view or add the back view too. You can write one broad prompt, or add separate details for Material, Colorway, Construction, and Fit.
- Upload a photo on a person, a product photo, a sketch, or technical reference.
- Use front-only when that is all you have, or add a back view when you want stronger back-view detail.
- Write a general prompt, or fill in Material, Colorway, Construction, and Fit details separately.
Step 2
Generate the structured tech pack
A strong AI tech pack generator creates document structure, not only a fashion visual. The output organizes technical sections so a team can inspect the garment before handoff.
BOM and trims
Materials and components are structured for costing and sourcing conversations.
Construction and callouts
Details become visible inside the production document instead of living in loose comments.
Generated output proof
What the generated 12-page output looks like
In Styneo, the workflow ends in a filled production-style document, not a loose AI summary. The hoodie example shows the actual generated pack with title page, colorways, overview sketch, callouts, zoom detail, construction operations, BOM, artwork pages, base-size specs, and graded measurements.
Inspect the full generated pack
Use the examples page to scroll the complete 12-page hoodie PDF instead of judging only screenshots.
Use the final pass for confirmation
Confirm measurements, material assumptions, artwork placement, and factory-specific details while the generated package stays structured.
Step 3
Confirm the generated sections before factory handoff
Styneo gives you the filled package while keeping brand judgment in your hands. Use the final pass to confirm measurements, materials, artwork placement, and factory-specific assumptions before sending the pack downstream.
- Confirm POM labels, base size, and graded measurements.
- Review BOM rows, trims, fabric assumptions, and artwork notes.
- Use the generated pack as the current structured document for export or sharing.
Manual vs AI
AI-created tech pack vs manual template workflow
Templates help you remember sections. Styneo is for the next step: generating a filled structured tech pack from garment context so the team can spend less time assembling the document by hand.
Blank template
Useful for learning the section list, but every row, callout, and measurement still starts empty.
Generic AI tool
Can draft text or images, but usually lacks apparel-specific tech pack structure.
Styneo
Generates a structured apparel tech pack with visible sections and final control before handoff.
FAQ
Questions teams ask before trusting AI-generated tech packs
Can AI create a tech pack from a photo?
Yes. You can start from a product photo, a photo on a person, a sketch, or front/back references, then add a prompt or details for Material, Colorway, Construction, and Fit.
Do I need a template first?
No. Templates are useful references, but Styneo is designed to generate a filled structured tech pack from garment inputs.
Should I review the AI-generated tech pack?
Yes. Treat the final pass as confirmation of style-specific details before factory handoff, especially measurements, materials, artwork placement, and factory-specific requirements.
Generate the pack
Move from garment references to a filled AI-generated tech pack.
Generate the technical package first, then use the final pass to confirm measurements, materials, artwork, and factory-specific details before handoff.