Adstronaut AIFixes
Fix the slow, expensive, and broken parts of fashion production
Practical fixes for the specific frustrations fashion brands hit in production.
Amazon listing image rejected
Amazon suppressed your apparel main image? It's one of five rules — RGB 255,255,255 white, 85% fill, 1,000px+ zoom, no text or props, on-model/ghost-mannequin only. Diagnose the trigger, fix to spec, then generate compliant images at ~$1.
Can't afford a fashion photographer
Photographers charge $1,000–$3,500/day — more than many first drops cost to make. The zero-budget launch playbook: phone flat-lays, a $3–$40 lightbox, and AI on-model images at ~$1 each.
Can't afford a tech pack designer
Freelance technical designers run $100–$1,200+ per style — $1,500–$5,000 across a first collection. The honest cheaper routes: free templates, learning the basics, a simpler first style, and generating a factory-ready pack from a photo for $3–6.
Can't visualize colorways without samples?
Lab dips cost $50–$150 and take 1–2 weeks each, so colorway decisions stall. Use Pantone-referenced digital recolors to choose the range first, then dip only the finalists.
Canva tech pack not factory-ready
Factories reject Canva packs because they lack a real flat, a structured BOM, and graded measurements. What to add by hand first — then how to generate a factory-ready pack from one photo for $3–6.
Factory keeps misunderstanding my tech pack
Wrong samples almost always trace to ambiguity, not a bad factory. The honest fixes first — clearer callouts, a how-to-measure guide, reference images, written feedback — then a structured pack that leaves nothing to guess.
Illustrator too slow for tech packs?
Every flat is drawn by hand with the pen tool (2–4 hrs/style) and the specs live in a separate Excel file. Honest in-Illustrator speed tips, plus the structural fix: generate the pack from one photo.
Product photos inconsistent across catalog
Mismatched lighting, angles, and models across drops make a store look amateur and leak conversions. The process fixes that actually work, plus locking one consistent look across every SKU with AI photoshoots at ~$1 an image.
Product photoshoot too expensive
A one-day fashion shoot stacks to $2,500–$8,000 — $45–$200+ per finished image, repeating every drop. Line-item cuts for the real shoot, plus moving catalog volume to ~$1 AI images.
Tech pack takes too long
Manual tech packs eat 6–10 hours per style — 2–4 just on flats. Every method compared: templates, freelancers, and generating one from a photo in minutes for $3–6.
Fix: too many sampling rounds
Stuck in 3–4 physical rounds at $200–$1,500 each? The cause is usually an ambiguous tech pack plus fabric and color tested physically. How to settle those decisions before cutting.