When you need a design today but do not yet know whether it can be sewn
Sometimes a customer sends you a PNG logo and you need to send an embroidery design and quote the same day. Outsourcing digitizing and waiting delays the conversation, while showing only an image mockup makes it hard to know whether it will stitch properly on the actual fabric.
Stitch AI is a browser-based tool designed to shorten that wait. According to its maker, it turns a logo into region-based stitch plans and generates a 3D preview, Tajima DST, stitch count, and production sheet in about 15 seconds. However, it does not publish measurements by logo complexity or network conditions. Treat that number not as independently verified, fixed performance, but as an approximate figure provided by the maker.
So the first goal is not a production-ready file. It is getting an initial draft quickly for quoting and test sewing.
Start your first evaluation with a simple two-color PNG
The 80 mm size and fabric conditions below are evaluation examples to illustrate the process, not universal recommendations. For real work, replace them with the finished size on the order and the production material. The official guide also recommends starting with a transparent-background PNG and simple, bold shapes, and making thin lines and small text thicker or simpler before uploading.
- Write down production conditions and machine constraints first.
For example, note “finished width 80 mm, black polyester fabric, left-chest placement.” Then confirm the model of your production vendor’s or your own machine, DST support, and its maximum embroidery area. The 80 mm value is only practice input, not an actual order specification. - Set up an account in a desktop browser.
Open the Stitch start page and create a Dynamic Mockups account or sign in to an existing one. The official process does not indicate that separate software installation is required, and Embroidery Studio does not support phones or tablets. Button locations and screen order may change after signup. - Select the product and the Embroidery method.
Choose a product template close to the actual ordered item, then set Embroidery as the decoration method for the print area where the logo will go. Upload the prepared PNG and adjust its position and size on the product. Selecting a product, specifying Embroidery, uploading a PNG, and adjusting placement are part of the maker’s official getting-started flow. - Read the analysis results and compromises report.
Review the region-based stitch plans and palette, and look for parts simplified differently from the original, such as gradients, excessively thin lines, or small text that may close up when sewn. For areas detected by the engine, you can adjust values such as color, stitch treatment, angle, density, finishing, and puff. - Fix omissions and incorrect merges in the source image.
Studio’s region editing applies only to regions detected by the engine. Official materials do not confirm a feature for creating missing regions or splitting incorrectly merged ones. Make thin lines and small text thicker, simplify complex boundaries, and upload the PNG again. If the regions still do not separate, it is better to hand it to a professional digitizer. - Review risks in the inspection screens.
Use the density display to find overly dense areas, then use stitch inspection and playback to check excessively short or long stitches, color changes, trims, sewing order, and needle paths. These screens are review tools, not gates that automatically decide production approval. - Download the DST and production sheet together.
In the production sheet, confirm that the finished size matches your target input, then review stitch count, order, color changes, and trims. The current official output is Tajima DST, and the timing of PES and EXP support has not been announced. If your actual machine requires another format, agree on conversion and reinspection procedures with the production vendor first.
Success for draft generation means the DST and production sheet are downloaded, the target size is correct, and you can explain any omitted or simplified regions. The color sequence must also map to the actual thread numbers you will use. This is the threshold for moving to test sewing, not for production approval.
Sending only the DST can result in different thread colors
DST does not contain specific thread-color information. Dynamic Mockups says it provides a production sheet alongside it because of this limitation. Support documentation for certain Brother models also explains that, because DST patterns have no color information, the machine temporarily applies a default color sequence.
Do not send operators only the DST. Send the production sheet, color sequence, and actual thread manufacturer and color numbers as one package. The Brother document’s screen behavior cannot be generalized to every machine, so check your own model’s manual again for DST support and its color-handling method.
Look for four risks on screen
A 3D preview is material for discussing appearance with a customer, not proof of stitch quality. Embroidery does not output the PNG’s pixels as-is. The real result changes depending on which stitches are used for narrow outlines and text, which direction fills broad areas, and how density and underlay are set.
Ink/Stitch’s official workflow also distinguishes the uses of running, fill, and satin stitches, and advises adjusting each object’s stitch length and density, underlay, direction, and pull compensation. Setting a sewing order that reduces color changes and jump stitches is necessary too.
| Item | Risk to find on screen | Result to check in test sewing |
|---|---|---|
| Small text · thin lines | Missing regions, merged strokes, excessive density | Closed interiors in letters, broken strokes |
| Broad fills | High density, direction, overlap | Fabric puckering, gaps, thread breaks |
| Outlines | Region order and needle path | Misalignment between fill and outline |
| Color · size | Color sequence, trims, finished dimensions | Thread-change sequence and placement interference |
Approve production through test sewing under identical conditions
Once screen review is complete, sew under the same conditions as actual production and revise until the result meets your shop’s acceptance criteria. There is no fixed number of tests or correction value that works for every fabric.
Ink/Stitch recommends testing on fabric similar to the finished item with the same type of stabilizer, then checking for gaps, excessive density, and areas where the machine struggles. Required pull compensation can vary with fabric, stabilizer, design size, stitch type, length and density, underlay, hooping, and machine speed.
- Prepare the same conditions as production.
Use the actual production fabric, stabilizer, thread, needle, hoop, and machine settings. A successful result on arbitrary leftover fabric does not guarantee the result on the ordered product. - Set acceptance criteria before sewing.
Record your shop’s standards for whether small text is readable, gaps between colors and outline misalignment are within tolerance, and fabric puckering and thread breaks are absent. Screen inspection tools do not set these standards for you. - Record photos together with the conditions.
For every result, record the fabric, stabilizer, thread, needle, hoop, finished size, and machine settings. Comparing files alone makes it hard to find which condition changed the result. - Change one variable behind the largest problem.
Do not change density, direction, underlay, and pull compensation all at once. Adjust one likely cause, then sew again under the same conditions. Repeat until the acceptance criteria are met. - Lock the passing package as the approved version.
Give the DST, production sheet, actual thread numbers, finished size, material and machine conditions, and final test photo the same version name. On future orders, check not only whether the file is the same but also whether the production conditions are the same.
If you cannot test sew, do not approve production based on a 3D preview alone. For jobs where failure is costly, such as small text, complex overlaps, curved cap surfaces, or puff, it is safer to send the file and original logo to the production vendor or a professional digitizer for review.
What Stitch AI reduces is the wait before quoting
Stitch AI’s appropriate role is not to replace human digitizers unconditionally, but to create embroidery designs, stitch counts, and DST drafts early so that the next decision can happen sooner. Review automated results for simple logos and send them to test sewing; send logos that repeatedly go missing or merge incorrectly to the expert queue.
The value of its maker-claimed speed of about 15 seconds is not that it removes review. It is that it gets you the first file to validate on real fabric sooner.
If you want to dig deeper
Stitch - Dynamic Mockups — The official product page for checking the current editing scope, inspection tools, DST and production-sheet contents, and desktop limitation. dynamicmockups.com
How to Make an Embroidery Mockup Online (No Photoshop) — A maker guide that shows the initial flow from product selection through specifying Embroidery, PNG upload, and size adjustment. dynamicmockups.com
Workflow - Ink/Stitch — Explains the relationship among stitch types and parameters, sewing order, and test sewing with actual materials. inkstitch.org
Push/Pull Compensation - Ink/Stitch — Covers how fabric, stabilizer, density, underlay, hooping, and machine speed affect pull compensation. inkstitch.org
