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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.

CUTLINETech packCL-DEMO-01 · Rev 0
ABCDEF

Front · POM guide

Red rib-knit V-neck cardigan

Points of measure · cm · base S/M

CodePointTargetTol
ABody length from HPS58±1
BChest, 1in below armhole118±1
CShoulder width, seam to seam54±0.8
DSleeve length from shoulder point62±1
ENeck width18±0.5
FHem width58±1

Colour

  • #C21F1Ftrue red
  • #3B2A1Atortoiseshell brown

What to check

  • reviewFiber content unconfirmed
  • cautionAbsolute scale inferred, not measured
From one phone photoReal run · 2026-09-25AI original, unedited

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

  • The cardigan cut out onto marketplace white.

    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.

  1. 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.

  2. 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.

  3. 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.

  1. 01

    Request packs

    Send the short form below. We reply within one business day with your key and a payment link.

  2. 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.

  3. 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.

Typical costs per garment versus CUTLINE
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.

10 packs

$9910 packs
one payment

  • 10 tech packs: PDF in English or 中文
  • A clean cutout with every pack
  • Tracked factory links · no subscription
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TYPICALLY WITHIN ONE BUSINESS DAY

Questions

Asked often.

Everything else: email us

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.