Upload 4 photos of any vehicle. WrapForge builds a digital twin, generates custom wrap designs from text prompts, and exports installer-ready PDFs with correct scale and bleed.
Every competitor does one piece. WrapForge does the whole thing.
Take 4 guided photos (front, back, left, right). Our camera overlay ensures precise angles for accurate projection.
→Semantic segmentation identifies every panel. UV mapping projects your photos onto a matched 3D template from our vehicle library.
→Type what you want: "matte black with gold geometric lines." The AI generates it within your vehicle's exact boundaries.
→Layered PDF with 6" bleed, vectorized text, correct scale. Hand it to any installer and it prints perfectly.
Every major make and model with pre-defined hotspots. Door handles, mirrors, antennas, sensors. The AI knows where NOT to place graphics, so your wrap installs clean.
Powered by Stable Diffusion XL and ControlNet. Describe your vision in plain English and get wrap concepts that respect your vehicle's contours. Not generic stickers. Real, installable designs.
Instant cost estimates. Surface area pulled from the database, multiplied by vinyl type and labor. Share quotes directly to local shops with the design attached.
Real-time 360° rotation of your designed vehicle. Three.js-powered WebGL rendering. See every angle before you commit. No downloads, no plugins.
Save multiple vehicles and design versions. Go from V1 to V5 and back. Your entire wrap portfolio in one place, with full version history.
Built for wrap shops that need results, not subscriptions they'll forget about.
One design, one download. Perfect for trying WrapForge on a specific project.
Unlimited access for wrap shops and designers who do this every day.
WrapForge is the design tool wrap professionals have been waiting for. AI that understands vehicles. Output that installs perfectly.