Stitch AI turns artwork into a sew-ready embroidery file in about 15 seconds, a step that normally costs $10 to $50 per design and a day of waiting.
A small apparel brand adding an embroidered hat to its lineup has usually had to send the artwork out to a digitizer, wait a day for a machine file to come back, and pay somewhere between $10 and $50 for that single design before a single stitch gets sewn. Multiply that by a season's worth of designs and the digitizing step alone can run into hundreds of dollars and several days of dead time, before anyone knows if the design will sell.
Stitch AI, a new feature from Dynamic Mockups, is built to remove that step. Upload artwork, choose embroidery as the decoration method inside the company's mockup editor, and the tool reads the design, plans out the stitch regions, picks a thread palette, and returns a photoreal mockup along with a production-ready Tajima DST machine file in about 15 seconds. It also generates a production sheet with stitch count, thread sequence, and color changes, the paperwork an embroidery operator needs to actually run the job.
The mechanics matter here because digitizing has traditionally required a trained person making judgment calls region by region: where to fill, where to outline, which stitch density will hold up on a given fabric. Stitch AI's page describes doing that same regional planning automatically, then handing the first pass to the user to adjust manually if they want finer control over color, angle, density, or the puff finish used on patches. It also produces what it calls a compromises report, a plain list of what the artwork cannot actually reproduce in thread, before the file goes anywhere near a machine.
On cost, the comparison the company draws is straightforward: a professional digitizing service typically charges $10 to $50 per design with roughly a 24 hour turnaround, according to Dynamic Mockups' own figures. Stitch AI is free to use right now. For a merch brand testing 15 to 20 new embroidered designs in a month, that is a difference of a few hundred dollars and several days of waiting, compressed into the same session where the mockup gets built anyway. The company is explicit that this pricing is a launch decision rather than a permanent one, so the free period is worth treating as a current state, not a guarantee.
Where this is less useful is worth naming plainly. The tool exports Tajima DST today, which most commercial embroidery machines can read, but PES, EXP, JEF, and VP3 support have not shipped yet, so a shop whose equipment needs one of those formats natively is not fully served without an extra conversion step. The studio interface is desktop only by the company's own admission, so anyone expecting to review or adjust a stitch plan from a phone or tablet will not find that here. There is also no public API yet, which matters for a larger embroidery shop or promo distributor that wants to fold digitizing into its own quoting software rather than working inside Dynamic Mockups' editor. And a professional digitizer working on genuinely complex, high-value artwork, the kind where a client is paying for judgment rather than throughput, is a different customer than the one this tool is built for.
The more interesting design choice is the compromises report. Auto-digitizing tools have existed for years and most of them will happily convert an image that embroidery cannot actually reproduce well, a fine gradient, detail thinner than the thread, a typeface that closes up at small sizes, and let the machine discover the problem. Naming those limits before the file leaves the browser is a small thing, but it is the difference between a design revision and a spoiled garment, and it says something about how the tool was built: not as a filter that fakes a stitched look, but as something meant to be checked against reality before anyone commits fabric and thread to it.
What Stitch AI removes is the cost of finding out whether a design is worth digitizing in the first place. What it does not remove is the judgment of knowing whether the resulting stitch plan is actually good enough to put in front of a customer, or whether the compromises the report flags are ones a buyer will notice. For a shop deciding whether embroidery is worth adding to its offering, that is a considerably cheaper question to test than it was a week ago.