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.
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. 🚀
embroidery digitizing has been manual forever, nice unlock 🧵 how does it handle tiny lettering?
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.
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 ;)
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
Don’t sleep on this product! I wish I could handle stich like this 10 years ago when I was in the print industry!
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.
About Stitch AI by Dynamic Mockups on Product Hunt
“The first embroidery digitizing agent”
Stitch AI by Dynamic Mockups launched on Product Hunt on September 2nd, 2026 and earned 121 upvotes and 13 comments, placing #12 on the daily leaderboard. 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 was featured in Design Tools (262.3k followers), Artificial Intelligence (477.8k followers) and E-Commerce (41.8k followers) on Product Hunt. Together, these topics include over 180.3k products, making this a competitive space to launch in.
Who hunted Stitch AI by Dynamic Mockups?
Stitch AI by Dynamic Mockups was hunted by Nemanja Kovačević. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Stitch AI by Dynamic Mockups stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Nemanja Kovačević
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. 🚀