Edgeborn is an AI-powered desktop application that turns raw designs into clean, print-ready artwork for apparel and product production.
Working prototype complete — actively refining and expanding core features.
Featured Proof
Turn Raw Artwork into Production-Ready Files
Edgeborn cleans edges, generates outlines, and prepares artwork for production automatically.
Before
After
Clean edges. Automatic outlining. Production-ready output in seconds.
Prototype Output
Prototype Output
These examples were generated using the current Edgeborn prototype and show how raw artwork is transformed into cleaner, production-ready output.
Before
After
Fine details like whiskers and curved tail — production-ready output
What It Does
From Design to Production — Without the Friction
Edgeborn streamlines the most time-consuming part of product creation: preparing artwork for production.
Using intelligent processing, it removes backgrounds, cleans edges, generates outlines, and formats designs for real-world printing — reducing manual work and costly errors.
Background Removal
Intelligent separation of artwork from backgrounds, preserving fine detail and transparency.
Edge Refinement
Clean, production-quality edges — eliminating halos, artifacts, and rough boundaries.
Outline Generation
Automatic creation of outside-only outlines with adjustable thickness and smoothing controls.
Batch Processing
Process entire collections at once, maintaining consistency across all production files.
Why It Matters
Built for Real Creators and Real Production
Many creators and small brands struggle to move from design to finished product due to technical barriers in file preparation.
Edgeborn removes those barriers — making it easier to launch products, improve quality, and participate in modern manufacturing without specialized technical skills.
Community Impact
Expanding Access to Creative Work
Edgeborn supports creative workforce development by providing accessible tools that help individuals build income-generating skills in design and production.
By simplifying technical processes, it opens the door for more people to create, produce, and build independent income streams within the growing creative economy.
Development Status
Development Status
Working prototype complete — outline generation module producing production-quality output
Nine-module architecture built on Electron, React, and Node.js
Provisional patent filed — intellectual property secured during development
Feature pipeline mapped — background removal, edge refinement, batch processing, and format conversion
