Fixes, not flags
The output is a file, never a list of problems for someone else to solve.
In-house trained preflight model
Preflight that fixes, not just flags.
We trained our own restorative image-to-image model, offered via API as an AI image enhancement pipeline for production artwork.
No error listsAlmost any uploadPrint-ready output
Preflight queue · LiveAuto-fix on
Customer uploadResolutionTrimTransparencyResult
order-4471_front.png96 → 300 DPI0.125" addedFlattenedPRINT-READY
tee_back_final.png150 → 300 DPIRe-squaredEdges cleanedPRINT-READY
logo-set.svgVectorOdd size fitKeptIN PROGRESS
Where the difference shows
Warnings cost your team hours. Fixes don't.
Typical file maker
- ×Flags DPI, transparency, and size issues
- ×Sends problems back to the customer
- ×Your team fixes art by hand
With PixlPilot
- ✓Upscales and cleans low-res customer art
- ✓Handles PNGs, odd sizes, and rough uploads
- ✓Outputs print-ready files, not error lists
- ✓Fewer support tickets and reprints for your shop
The model
Trained on the files print shops actually receive.
Not stock photography and not clean vector exports. PixlPilot was trained in-house on real customer artwork: phone screenshots, re-saved JPEGs, transparent PNGs at the wrong size, logos pulled off a website. It decides what each file needs, applies the fix, and hands your production queue something that prints.
Low resolutionUpscaled & cleaned
Rough edges · haloesCut back
Odd dimensionsFitted to file
Missing bleedAdded
96 → 300 DPI
Upscaling built for garment print, not for screen previews.
PNGJPGSVGPDF
Real uploads
Low-res PNGs, messy art, odd sizes — almost anything a customer sends.
✓
Fewer tickets
Files stop bouncing between your team and the customer.
How it works
Four steps, none of them yours.
One model that upscales, removes backgrounds, thickens lines, and fixes ambiguous files — it runs the moment a customer drops a file in, so the file that reaches your queue has already been through it.
Upload
The customer drops artwork into your branded file builder.
Read
The model reads resolution, edges, transparency, trim and size.
Fix
It upscales, removes backgrounds, thickens lines, and fixes ambiguous files instead of reporting them.
Print-ready
The file lands in your queue with download links on the order.
In the builder · Preflight checkJVS (1)-fixed.png · 1024 × 1024 px · 271 × 271 mm
Preflight
Print resolution is below 300 dpi. Upscale the file or reduce print size before export so the file stays print-ready.
Let our advanced AI handle the heavy lifting and transform how you build files.
- Soft Edges
- Thin Line Fixes
- Upscaling
- Background Removal
- ✓We create a preview of the adjusted version first.
- ✓You review the result before we replace your file.
- ✓Your original file stays preserved.
The pipeline
From messy upload to print-ready file.
Every upload moves through the same stages. No manual handoffs, no error lists, and no waiting on the customer to re-send artwork.
Ingest
Files arrive from your builder, storefront, or watched folder. PixlPilot accepts PNG, JPG, SVG, and PDF uploads as-is — no templating or prep work required from the customer.
Analyze
The model reads resolution, transparency, edge haloes, trim, bleed, and dimensions against the production settings it needs to hit.
Repair
It upscales low-resolution art, cuts back rough edges, adds missing bleed, flattens transparency where needed, and refits odd sizes to the file.
Export
A print-ready file is written to spec and handed back to your queue, with the original upload preserved and a preview of the adjusted version for review.
“PixlPilot is the difference. We're not telling customers what's wrong. We're handing them print-ready files.”
Marc · Production manager
FAQ
Questions about uploads, processing, and print-ready exports.
PixlPilot accepts PNG, JPG, SVG, and PDF uploads as they come from the customer. You do not need to ask for a specific format or ask the customer to prepare the file first.
Most files are processed in seconds. Batches move through the same pipeline and scale with your volume, so a single file and a full queue get the same treatment without manual handoffs.
The returned file is scaled, cleaned, and flattened to the production settings you need. It is ready for your RIP or DTF printer without extra repair work in between.
No. The original file is always preserved. PixlPilot creates a new print-ready version and a preview of the adjustment so you can review before it goes to production.
Yes. PixlPilot can sit in front of your own uploader, storefront, or watched folder. Files come in, the model repairs them, and print-ready output goes back to your queue.
Contact
Tell us what your uploads look like.
Send us a message and we will get back to you the same day. We answer questions about file types, resolution, batch volume and how PixlPilot fits in front of your production queue.
Stop fixing customer artwork by hand.
Questions? We answer the same day