AI tech pack generator vs studio
AI tech pack generators are quick and cheap, and for some jobs they are enough. Here is what they do well, where factories push back, and why a pack drawn, measured and checked by two people costs more.
Free quote · Reply within 24h · $299 per style · No cut of your production
Side by sideTypical workflow
| Part of the pack | Generator | Studio |
|---|---|---|
| Flats | From a prompt or photo | Drawn to proportion |
| Measurements | Estimated or template | From your garment, graded |
| Tolerances | Defaults to check | Per point and fabric |
| Second check | Yours to do | A second person |
| Time | Usually fast | 3–5 working days |
General comparisonTools vary
What a studio adds
A generator fills a template. A studio reads your brief, asks the questions a factory would ask and checks every measurement.




The fair view
A factory quotes, samples and cuts from the file. The questions on the right are the ones a sample room asks of any pack; they are the parts a generator cannot check for you, because they depend on the real garment.
Where a generator helps
Where factories push back
Using a generator already? Keep it. The fastest fix is often our team checking the draft: our tech pack review marks every gap by severity, or run the free tech pack checker yourself first.
Three ways to get a pack
There is a middle option. If you already have a generated pack, start with a review; if you have nothing yet, a studio pack starts from your garment.
| Part of the job | AI generator alone | AI draft + our review | GarmentSpec studio pack |
|---|---|---|---|
| Starting point | A prompt, a photo or a template | Your generated pack | Your sample, reference, sketch or idea |
| Flats | Generated: check proportions and that the views match | Marked where proportions or views do not match | Drawn to proportion by a technical designer, every view |
| Measurements | Estimated or template values unless you enter your own | Every point checked for a measuring method and a tolerance | Taken from your sample or reference and graded across your sizes |
| Tolerances | Defaults you need to check | Flagged where they ignore the fabric | Set per point of measure and per fabric |
| Construction notes | Generic unless you add the detail | Gaps listed by severity | Stitch type, seam finish and trim placement for this garment |
| Check before the factory sees it | You | Our reviewer, then you | A second person checks every measurement |
| Changes | You edit and regenerate | Fix-it option, $149 per style | 2–3 revision rounds by email included |
| Factory questions after delivery | You answer them | You answer them, with the gap list | Covered inside the included revision rounds |
| Price | Varies by tool | Review $99 per style | $299 per style ($249 at 3+, $499 from concept) |
| Time | Usually fast | Confirmed in the quote | 3–5 working days per style |
Generators differ and change quickly: this compares the typical workflow, not a named product. Check what your tool does before you rely on it.
The team behind every pack
Our studio team in the USA drafts every flat, measurement and note, and answers your revision rounds by email. No template generator, no guesswork.
Reading a brief with flats and swatches
Sketch, reference photo or sample: someone on our team reads it and replies within 24 hours with the tier, the price and the timeline.
Example page
A technical designer draws every view to proportion, with numbered callouts for each seam, stitch and trim.
Example page
Measurements graded across your sizes with a tolerance on every line, plus the bill of materials and construction notes.
Measuring the inseam on a fit model
Before delivery, someone who did not draw the pack checks every point of measure against the flats. Then 2–3 revision rounds by email.
Example pages are shown with the brand removed. Photos show the kind of studio work behind each step.
Why a studio pack costs more
A studio tech pack is $299 per style because five steps are done by people. Each one is there to stop a sample coming back wrong.
When a generator is enough
When to pay for people
Read more: what is a tech pack, what a tech pack costs, hiring a tech pack designer and our free tech pack template.
Inside the studio
Pattern tables, dress forms, sample rails and swatches: the places your file will be read. Our studio team in the USA writes every note for them.





Free quote · Reply within 24 hours · Flat fee per style · Studio team in the USA
Straight questions
What a generator can and cannot do for you, and where we fit.
Not on the list?
It can produce the structure and a first draft. Whether the result is factory-ready depends on the measurements, tolerances and construction notes, and those need someone who knows the real garment to check them.
No. Our studio team in the USA draws every flat, writes every measurement and note, and a second person checks every measurement before delivery.
Yes. Our tech pack review reads it the way a factory sample room does and marks every gap by severity, for $99 per style, with a fix-it option at $149 per style.
Because people do the work: someone reads your brief, a technical designer draws the flats, measurements are graded with a tolerance on every line, a second person checks them, and 2–3 revision rounds are included. Collections of 3 or more styles are $249 per style.
Use a generator for mood, structure and early drafts. Get a review when you have a generated pack and a factory waiting. Order a studio pack for a first sample with a new factory, a graded size range or construction you have not made before.
Your next step
Send your generated pack for a review, or your sample, sketch or idea for a studio pack. We reply within 24 hours with a price, before any work starts.
Free quote · Reply within 24h · Price confirmed by email before any work starts · garmentspec@gmail.com
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