Launching today

Stitch AI by Dynamic Mockups
The first embroidery digitizing agent
128 followers
The first embroidery digitizing agent
128 followers
Stitch reads your artwork the way a professional digitizer would - planning stitch direction, density, and pull compensation region by region. In 15 seconds, you get all you need: machine file, production sheet, stitch count, lifestyle mockup preview to pitch to your client.










Stitch AI by Dynamic Mockups
Hey Product Hunt 👋
I'm Nemanja from Dynamic Mockups, where 50,000+ brands and POD sellers make their product mockups. Today we're launching Stitch, the first embroidery digitizing agent.
Some context if you've never sent artwork to an embroidery shop: machines don't read images. Before anything gets stitched, a digitizer has to translate the artwork into stitch instructions - which regions get satin and which get fill, what angle the stitches run, how dense they sit, how much pull compensation to add so the fabric doesn't pucker, and other time-consuming stuff. It's also the industry's bottleneck: $10-50 and about a day of turnaround if lucky, on every single design. Shops turn down small orders because digitizing eats the margin. Sellers who want to offer embroidery are afraid to start.
Auto-digitizing software has been around for years, but getting into it is a ton of work and dedication.
So we built an agent that works the way a professional digitizer works. Stitch reads your artwork and narrates what it sees. It writes a stitch plan region by region, with the reasoning attached. It picks a thread palette. And it tells you what it can't do well, so you get the compromises before production and sew.
After only 15 seconds, you get all of it in your browser:
🧵 A lifestyle preview on a product mockup
🧵 A machine-ready Tajima DST file (or PES and EXP)
🧵 A production sheet for the operator
🧵 The stitch count so that you can quote on the spot
We also created an embroidery studio if you want to go into detail: per-region control over stitch treatment, angle, density, thread finish, and 3D puff; a density heatmap that flags trouble spots; and a stitch player that runs the full needle path at up to 50×.
It's free to try right now.
Post your logo or artwork in the comments, and I'll run it through Stitch and reply with the stitched result. I'll be here all day. 🚀
I love projects like this! Bringing AI into the real world is a great idea. By the way, you could partner with some equipment manufacturer and create a machine that can mass-produce custom-made clothes: describe what you want online, approve the design, and a week later receive the finished garment by mail. I’d be the first customer of such a service ;)
Stitch AI by Dynamic Mockups
@natalia_iankovych Great idea! We wanted to remove the bottleneck so we can achieve exactly what you've mentioned. We are already partnering with a lot of POD industry leaders out there. Stitch AI is just one of the tools within Dynamic Mockups that removes the bottleneck between demand and the manufacturers. :)
Don’t sleep on this product! I wish I could handle stich like this 10 years ago when I was in the print industry!
Stitch AI by Dynamic Mockups
@lazarkrstic Thank you for the comment! The POD industry is changing with the new tech, and we hear a lot of similar comments. Let us know if you have any suggestions for Stitch improvements!
Femme Stock
This is really a smart product, and people desperately need it on POD and those Pinterest moms, they are will be thrilled to see this
Stitch AI by Dynamic Mockups
@zeng Hi Zeng, thanks for mentioning that! That's the point and the main reason for building the Stitch agent. The POD businesses and solo creators already have a lot on their shoulders when launching products, and creating embroidery shouldn't be the weight too. We know a lot of people are turning down the work because creating an embroidery file from artwork is just way too complicated.
Cluing
This would be so freaking useful in my designer days
Stitch AI by Dynamic Mockups
@ralic Never too late to have designer days again :) Thanks! And if you know anyone still doing this the hard way, send them our way.
Dynamic Mockups
Hey everyone 👋
I am the COO at Dynamic Mockups and I will be answering your questions today.
For the creators asking how Stitch was built:
It all started in our analytics. Interest in the embroidery decoration method kept climbing in PostHog - but every one of those users still went to other tools to get their artwork digitized and they were waiting too long to get it digitized to place it on a product mockups within our platform. We found the product in the funnel before it was ever on a roadmap and we want to make it easier and faster.
Our question was simple "can an agent actually plan stitches like a digitizer?" and then we started going deeper and deeper each day. A couple of weeks later - the first version of Stitch was born. Now, it handles extremely complex cases just like a digitizer with a lot of expertise and creativity.
And one shoutout to the professional digitizers who stress-tested the early builds and told us exactly where to improve. The Stitch improved a lot thanks to them.
Most AI output is wrong for free. This one is wrong at the cost of thread, stabiliser and machine time, which changes what the preview has to earn. I'd want confidence per region on that production sheet, not just stitch count, because the file that looks clean in preview and puckers on the third colour change is the one that costs someone a client.
Stitch AI by Dynamic Mockups
@asadmalik901 Thanks for mentioning! This is why we built Stitch to generate both the preview and the machine file at the same time. The preview on the product mockup can be used for both pitching to the client and validating the output that will be used by the machine later. However, there are always edge cases or something really hard to produce correctly, but that's what the preview is for, to catch the issues before sewing.