What does the Print Fix API do?

Print Fix repairs distorted prints, patterns, and graphics on AI-generated fabric: florals, plaids, stripes, all-over prints, graphic tees. You send the target image and a clean print reference (flat lay or hero shot), and the API rewrites the affected fabric region while holding pattern repeat, scale, and orientation across drape and folds.

Does it preserve pattern alignment across seams?

Yes. Pattern alignment across seams and panel transitions is one of the hardest problems in fashion AI, and it's the core thing this endpoint is built for. The reference drives repeat geometry; the pipeline conforms it to the garment's drape.

What pattern types work best?

Repeating prints (florals, paisleys, geometric tiles), stripes, plaids, and large graphic tees all work. Highly photographic or text-heavy prints benefit from a tighter reference match.

How is this different from a generic inpainting model?

Generic inpainting can produce a plausible-looking pattern that drifts at every wrinkle. Print Fix uses a reference image to lock pattern geometry and orientation, so continuity holds across folds, seams, and curvature.

When is the API launching?

We're onboarding launch partners now. Drop your email and we'll notify you when the endpoint goes live.

How will pricing work?

Simple fixed per-call pricing in the same range as Runflow's other inpainting endpoints. Final pricing will be published at launch.

What image formats are supported?

JPEG, PNG, and WebP. Output format depends on the solution.

Typical response times are under 5 seconds for standard resolution images.

How does pricing work?

Simple fixed per-call pricing. No GPU costs, no infrastructure to maintain.

Coming Soon

On-Model / Fashion

Pattern continuity that survives drape

Print Fix API

Repair distorted prints, patterns, and graphics on AI-generated fabric. Reference-guided fix that holds pattern repeat and orientation across drape and folds.

In private testing

Built on Runflow’s Reference Inpainting workflow. Live shortly. Drop your email above to get notified at launch.

Florals, plaids,

Stripes, graphics

Repeat-locked

Pattern geometry preserved

Drape-aware

Continuity across folds

Coming soon

Get notified at launch

How it works

No pipeline to build, no models to configure.

Send target + clean print reference

POST a garment photo with a distorted print plus a flat-lay or hero shot of the clean print.

AI restores pattern continuity

Reference-guided inpainting rewrites the affected fabric region while holding pattern repeat, scale, and orientation.

Get pattern-accurate output

Receive the corrected image with print continuity preserved across drape.

Pattern repeat locked from reference

Generic inpainting can produce a plausible-looking print that drifts at every wrinkle. Print Fix takes a flat-lay or hero shot of the clean print and uses it to lock pattern geometry, scale, and orientation. The garment's drape is honored without breaking the print.

Pattern repeat geometry forced from reference

Scale and orientation preserved

Continuity across folds, wrinkles, and seams

All pattern types

Repeating prints (florals, paisleys, geometric tiles), stripes, plaids, large graphic tees, and all-over prints. Photographic prints and text-heavy graphics work with closer-matched references.

Repeating prints and tiles

Stripes and plaids with seam alignment

Graphic tees with text and image elements

Built for catalog QA

Print errors are the hardest fashion AI defects to catch by eye and the costliest to fix by hand. Print Fix becomes a drop-in QA step in any catalog generation pipeline.

Batch endpoint for catalog runs

Async webhook delivery

Compatible with any base generation model

Print Fix for every pattern-driven workflow

Where the print is the product, the pattern has to be exact. This is the layer that gets you there.

Print-heavy fashion brands

Brands with floral, plaid, or all-over print catalogs lose the most to AI pattern drift. Print Fix is a direct cost saver. Think: surfwear, resortwear, swim, activewear.

Licensed graphic apparel

Graphic tees with licensed art (sports, music, film) need pattern accuracy for compliance, not just aesthetics. Print Fix becomes the licensing-safety layer.

AI fashion platforms

Pattern continuity is the most-flagged complaint in AI fashion output. Print Fix is the drop-in QA layer that addresses it.

Resale and recommerce

Vintage and resale catalogs depend on print accuracy in product imagery. Print Fix corrects AI artifacts in seller-generated imagery before listing.

Your data stays yours

Images are processed in isolated environments with automatic cleanup. Zero data retention by default.

SOC 2 Type II

ISO 27001· In progress (Q3 2026)

GDPR

SOC 2 Type II compliant.

AES-256 encryptionIsolated processingEU data residency available

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Frequently asked questions

Pattern continuity that survives drape.

Print Fix is in private testing. Drop your email and we'll notify you at launch.

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