Browser-Based Tool · Private Beta

Turn Raw Artwork into Clean, Print-Ready PNGs.

Edgeborn helps sticker sellers, merch creators, artists, and AI-art users turn rough designs into clean outlined artwork for production.

Private beta candidate complete — preparing beta access.
Join the Private Beta List See Prototype Output
Featured Proof

Turn Raw Artwork into Production-Ready Files

Edgeborn cleans edges, generates outlines, and prepares artwork for production automatically.

Clean edges. Automatic outlining. Production-ready output in seconds.

Beta Candidate Output

These examples were generated with the current Edgeborn private beta candidate and show how raw artwork is transformed into cleaner, production-ready output.

Before Raw cat artwork without outline
After Cat artwork with Edgeborn-generated white outline

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.

It builds a clean outside-only outline and sticker-ready backing around your design, preserves fine detail, and exports production-ready transparent PNGs — reducing manual work and costly errors.

Clean Outside-Only Outlines

Smooth, anti-aliased outlines applied to the outside edge only — your original artwork stays untouched.

Sticker-Ready Backing

Close body parts fill into one connected die-cut backing, so a sticker reads as a single solid shape.

Fine-Detail Preservation

Thin features like whiskers, hair, and line art are preserved instead of being swallowed by the outline.

Batch Processing

Process whole collections at once, keeping consistent outline settings across every file.

PNG Export at 1×, 2×, 4×

Export transparent PNGs at screen, print, and large-format resolutions for stickers, merch, and posters.

ZIP Export for Batches

Download an entire batch — or just the items you select — as a single ZIP archive.

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

Private beta candidate complete — passed a full controlled smoke test with no defects found
Browser-based single-file app — runs in any modern browser, nothing to install
Provisional patent filed — intellectual property secured during development
Core features tested — outline generation, sticker backing, fine-detail preservation, batch processing, and 1×/2×/4× PNG + ZIP export
Private Beta

Join the Private Beta List

Edgeborn is in private beta. Add your name to the list and we'll reach out as beta access opens up.

We'll only use your email to contact you about Edgeborn beta access.