For independent apparel brands
One photo in.A tech pack out.
Photograph a garment you already have. CUTLINE returns the factory tech pack as a PDF in English or Chinese, a clean cutout of the garment, and a tracked link to send your factory.
$99 for 10 packs · one payment, no subscription.
Front · POM guide
Red rib-knit V-neck cardigan
Points of measure · cm · base S/M
| Code | Point | Target | Tol |
|---|---|---|---|
| A | Body length from HPS | 58 | ±1 |
| B | Chest, 1in below armhole | 118 | ±1 |
| C | Shoulder width, seam to seam | 54 | ±0.8 |
| D | Sleeve length from shoulder point | 62 | ±1 |
| E | Neck width | 18 | ±0.5 |
| F | Hem width | 58 | ±1 |
Colour
- #C21F1Ftrue red
- #3B2A1Atortoiseshell brown
What to check
- reviewFiber content unconfirmed
- cautionAbsolute scale inferred, not measured
One photo · one run
What comes back.
The factory file and a clean cutout, from the same photo. Both came out of one real run — nothing retouched by hand.
- CUTLINEEN · 中文
Factory tech pack
PDF · English or 中文

Cutout
Marketplace white · transparent
Open the full sample pack →Campaign images, Excel export and in-browser editing are in development; the sample shows a test run. Demo photo: Pexels licence.
Why you can trust the spec
It reads.
It doesn’t guess.
- 01
It reads the label
When a care or content label is in frame, CUTLINE reads fibre percentages, care symbols and country of origin off the garment. The spec never says cotton when the tag says 95/5.
- 02
It says when it’s guessing
No label in the shot means an estimate, and the pack marks it as one. You know what to check before it reaches a factory.
- 03
It catches the mirrored logo
Front-camera shots save reversed. CUTLINE flags and corrects a backwards logo before it lands on a spec sheet.
How it works
Three steps.
- 01
Request packs
Send the short form below. We reply within one business day with your key and a payment link.
- 02
Photograph
Upload a phone photo of the garment, plus a care-label close-up if you have one. The pack builds in about a minute and a half.
- 03
Download and send
Download the PDF tech pack and the cutout, and send your factory a tracked link from your workspace.
What it replaces
The stack,
priced.
One garment into production is normally quoted across separate trades.
| Technical designer — one tech pack | $100–2,000 |
| Product photography — half day | $800–2,500 |
| Retouching & cutouts | $15–50 / image |
| Lookbook layout | $300–900 |
| Per garment, before a unit sells | $1,200+ |
| CUTLINE, 10-pack price | $9.90 / pack |
Published industry ranges, not quotes.
$9910 packs
one payment
- 10 tech packs: PDF in English or 中文
- A clean cutout with every pack
- Tracked factory links · no subscription
REQUEST A BUNDLE BY HAND
Is there a free trial?
Not yet. The sample pack is a real run, so you can judge the output before you buy. Request packs and we reply with your key and a payment link.
What do I do with the pack once I have it?
Send it to your factory from the workspace. CUTLINE creates a no-login link with the pack in English or Chinese and shows you when the factory opens it, confirms receipt or asks a question. Sampling, tolerance checks and approvals stay between you and your factory.
Can I correct what CUTLINE got wrong?
Not in the workspace yet: editing is in development. Until then, mark corrections on the PDF before it goes to your factory.
Do I need a design, a mockup or CAD files?
No. One phone photo of a garment you already have — taped, pinned, worn, shot against any wall. CUTLINE starts from the physical thing, not a finished flat.
Is this a substitute for a technical designer?
No. A pack is a starting point. For complex construction — structured tailoring, multi-panel outerwear — you still want a technical designer. The pipeline cannot see inside a garment it only has a photo of.
How accurate are the fabric and measurements?
Fabric is an estimate from visual weight and drape unless a care label is readable, and the pack says which is which. Measurements are proportional; give CUTLINE one real measurement and it anchors the rest.
How is this different from a cheap AI tech pack?
A prompt-to-document tool writes a spec sheet from words. CUTLINE reads a real garment from a photo, reads the label when it can see one, checks for a mirrored logo, and returns a clean cutout alongside the pack.
Is this a subscription?
No. You pay once per bundle: 1 pack $19, 10 packs $99, 30 packs $249.
Order
Send us one garment.
Ten packs, $99, one payment. We reply within one business day.
CUTLINE is an Institute product. Tech packs are a starting point, not a substitute for a technical designer on complex construction. Market rates are published industry ranges, not quotes. The garment flat and POM guide lines are illustration; values, flags, colours and images are from one real run on a Pexels photo, used under the Pexels licence. Colourways are digital recolours. Pricing may change without notice.