Studio Pipeline
The system behind the studio. A client's brand goes in once, as a kit. Out come product renders, embroidery machine files, print-ready PDFs and a month of social posts, all on brand. I design the systems and direct AI as a production partner: I set the rules, review every output, and nothing ships without approval.
- Role
- System design, art direction, review
- Input
- One brand kit per client
- Output
- Renders, embroidery files, print PDFs, social posts
- Method
- Designed by me, produced with AI as a pairing partner
Five steps
Each step reads from the same kit, so a colour or logo change made once shows up everywhere downstream.
- 01Brand kitColours by role and every logo version, stored once.
- 023D studioProduct and scene renders from the kit.
- 03Production filesEmbroidery and print files a vendor can run.
- 04SocialPosts, Reels and Stories in the brand's style.
- 05ApprovalNothing is printed, sewn or posted without an OK.
01 · Brand kit
Colour roles (primary, dark, light, fabric, accent) and the logo in every version a piece might need: full colour, knockout, mark, outline.




MAG Carriers · spec shield
Wordmark, knockout and mark versions, with colour roles for print, thread and screen.
02 · 3D studio
Scenes built in Blender at real scale with real materials: fleet vehicles, polos and caps, drinkware, booths and rooms. The same scene takes any brand's kit.





03 · Production files
The mockup sells the job; these files are the job. Embroidery comes out as machine files with sew order and thread colours, and the same stitches drive a true-to-thread render. Print comes out as true-size PDFs with bleed, plus a proof for the client.


SOUTHERN AG CARRIERS, INC. · LEFT CHEST EMBROIDERY
Size 3.50 x 0.96 in (88.9 x 24.4 mm)
Stitches 4,130 Colour stops 3 Trims 24
Files .dst (Tajima) .pes (Brother) .exp (Melco) .svg (editable)
Sew order 1 Bar + AG green #157C3E
2 Lettering white or charcoal, by garment
Notes Run one test sew-out on the real garment first.

04 · Social
Posts, Reels and Stories in each brand's own type and colour, planned on a monthly calendar.



05 · Approval
Every piece waits in a review queue. The client or I approve it, from a phone if needed, before it is printed, sewn or posted. Approved posts publish on schedule.

- PendingDrafted from the brand calendar
- ApprovedChecked against the brand kit and the facts
- ScheduledGoes out in the brand’s posting slot
- PublishedStats feed the next month’s plan