What does the Logo Fix API do?

The Logo Fix API repairs distorted, blurred, or AI-mangled brand logos on garments. You send a target image plus a reference of the clean logo (raster or vector), and the API rewrites the logo region with exact mark geometry, color, and placement. Built for brand teams and ecommerce ops at apparel brands.

How is this different from a generic inpainting model?

Generic inpainting guesses from a prompt. Logo Fix takes a reference image of the correct mark and forces the rewrite to match it. Mark geometry, brand color, scale, and curvature on body are all driven from the reference, not from interpretation.

Does it handle logos that wrap around fabric curves?

Yes. The pipeline accounts for chest curvature, sleeve placement, and fabric drape so the corrected logo conforms to the garment's surface instead of sitting on top of it like a sticker.

What references can I use?

Any clean version of the logo: raster PNG or JPG (at any resolution), or a vector SVG. The reference does not need to match the target's lighting or scale. Both adapt automatically.

When is the Logo Fix API launching?

We're onboarding launch partners now. Drop your email and we'll notify you when the endpoint goes live, plus first access to onboarding credits.

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. Volume agreements available for catalog-scale workloads.

Can I get early access?

Yes. Sign up via the form on this page or book a 25-minute call with the founders to scope your use case. Launch partners get priority onboarding and pricing.

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

Brand-accurate logos on every AI fashion image

Logo Fix API

Repair distorted, blurred, or AI-mangled brand logos on garments. Reference-guided fix that holds mark geometry, color, and placement exact.

Vector + raster

Reference inputs supported

Auto-mask

No bounding boxes needed

Curve-aware

Wraps to fabric drape

Coming soon

Get notified at launch

How it works

No pipeline to build, no models to configure.

Send target + clean logo reference

POST a fashion image with a flawed logo plus a reference of the correct mark. Reference can be raster or vector. Auto-detection locates the logo region in the target.

AI rewrites the logo region

Reference-guided inpainting forces the rewrite to match mark geometry, color, and placement. Curvature and perspective adapt to the garment's surface.

Get a brand-accurate output

Receive the corrected image, ready for catalog, marketplace, or campaign delivery.

Reference-driven, not prompt-driven

Generic inpainting models hallucinate a plausible-looking mark. The Logo Fix API takes a reference image (raster or vector) and rewrites the logo region to match it exactly. Brand color, geometry, kerning, and placement come from the reference, not from the model's interpretation.

Mark geometry forced to match the reference

Brand color preserved across lighting conditions

Auto-detection of the logo region. No bounding boxes needed

Adapts to fabric drape and curves

Logos that sit on chest curves, sleeves, or wrapped fabric are the failure case for vanilla inpainting. The pipeline accounts for surface curvature and perspective so the corrected logo conforms to the garment instead of reading as a sticker.

Chest, sleeve, and back placements all supported

Curve-aware projection onto fabric surface

Perspective and scale adapted from target image

Built for catalog QA workflows

Run on every AI-generated fashion image before it ships to the catalog or marketplace. Catches the logo errors that brand teams currently catch by hand on the way to publish.

Batch endpoint for full catalog passes

Async webhook delivery for high-volume jobs

Drop-in step in any AI fashion pipeline

Logo Fix for every brand-sensitive workflow

Whenever a brand mark is part of the asset, the logo has to be exact. This is the layer that gets you there.

DTC fashion brands

Run the Logo Fix API on every AI-generated catalog image before publish. Stop shipping warped logos to your storefront. Think: vertically integrated DTC brands with strong brand identity.

Brand-licensed apparel

Licensed product (sports, music, entertainment) lives or dies on logo accuracy. Use Logo Fix as a compliance step in the AI imagery pipeline.

Fashion marketplaces

Enforce listing image standards by auto-correcting logos on seller-generated AI imagery. Keep the marketplace looking premium without hand QA.

AI fashion image platforms

Add Logo Fix as the QA layer in your generation pipeline. Ship cleaner output to your end users without retraining your base model.

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

Brand-accurate logos on every AI fashion image.

Logo Fix is in private testing. Drop your email and we'll notify you at launch with onboarding credits and priority access.

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