Adstronaut AIUse cases
AI for every fashion workflow, garment, and channel
How fashion brands use Adstronaut AI in practice across garments, channels, and workflows.
AI photoshoot for activewear
Activewear has to be shown in motion — stretch, compression, and fit only read on a moving body. Generate on-model gym, studio, and outdoor imagery from one garment photo for about $1 per image, no action shoot required.
AI photoshoot for swimwear
Swimwear shoots need a model, a location, and a separate setup per print. Generate on-model swimwear imagery from one garment photo for about $1 per image — marketplace modesty rules included.
AI product photos for Amazon
Amazon's main image demands a pure white RGB 255,255,255 background, the product filling 85%+ of the frame, 1,000px minimum (1,600px+ for zoom), no text or watermarks — and adult apparel on a model or ghost mannequin. Fill every slot from one garment photo at ~$1 each.
AI product photos for Etsy
Etsy allows up to 10 photos per listing and recommends 2000px+ on the shortest side, JPG/PNG under ~1MB, with a landscape-cropped first photo and no white-background rule. Fill every slot from one garment photo at ~$1 each.
AI product photos for jewelry
Jewelry photography runs $45–150 per image — 2–3× basic product work — because reflective metal and gemstone sparkle are hard to light. AI handles on-model and lifestyle context shots at about $1 each; keep real macro for fine detail.
AI product photos for shoes
Footwear PDPs need 7–8 angles — lateral, medial, front toe, back heel, top-down, sole, three-quarter, and on-foot — consistent across the line. Generate the whole set from one shoe photo at about $1 per image.
AI product photos for Shopify
Shopify fashion PDPs want 2048×2048 square images, consistent ratios, multiple angles, and on-model shots. Generate the full gallery from one garment photo for ~$1 per image.
AI product photos for TikTok Shop
TikTok Shop allows up to 9 product images (max 3 per variant), 600×600px minimum, main image on pure white — and wants 5+ images for the 'Good' tier. Fill every slot from one garment photo at ~$1 each.
AI tools for Shopify fashion sellers
Every Shopify fashion need maps to one Adstronaut tool: on-model photoshoots (~$1/image), multi-angle PDP views, Pantone colorway recolors, SEO product tagging (~$0.05), and factory tech packs. One garment photo to a live listing.
AI fabric swap for denim
Denim carries more decisions than any fabric — weight in oz, raw vs sanforized, rigid vs stretch, and a wash recipe that needs multiple sample rounds. Test washes, weights, and finishes digitally before a single swatch ships, at ~$0.25–$0.50 a swap.
AI recoloring for streetwear
Physical colorway sampling runs $50–$200 per lab dip with 2–4 week turnarounds. Render Pantone-accurate streetwear colorways from 2,300+ TCX codes — per zone, batched, at about $0.25–$0.50 each — and only dye the ones that sell.
Tech pack for activewear
Activewear tech packs need performance-fabric specs, flatlock seams, elastic waistbands, gussets, and stretch-aware measurements. Generate one from a photo in minutes for $3–6.
Tech pack for bomber jackets
Bomber jacket tech packs need shell-fabric specs, ribbed-knit collar/cuff/hem trims with rib ratio and gauge, quilted lining and fill weight, a two-way zipper, and bartacked pockets. Generate one from a photo in minutes for $3–6.
Tech pack for cargo pants
Cargo pants tech packs need bottom-weight twill or ripstop specs, bellows-pocket and flap construction, bartack reinforcement, belt loops, fly, drawcord hems, and rise/inseam POMs. Generate one from a photo in minutes for $3–6.
Tech pack for kidswear
Kidswear tech packs carry a safety-compliance layer: no neck/hood drawstrings (ASTM F1816), 15 lbf snap security, Class 1 flammability (16 CFR 1610), CPSIA lead and phthalate limits, tracking labels, and age-graded sizing. Generate one from a photo in minutes for $3–6.
Tech pack for lingerie
A lingerie tech pack specs stretch fabrics, elastics, hooks-and-eyes, rings, sliders, and underwire channeling — the most component-dense document in fashion. Generate one from a photo in minutes.
Tech pack for loungewear
Loungewear and sleepwear tech packs need soft-knit GSM, elastic and drawcord waistbands, ribbed trims, relaxed-fit tolerances, set coordination, and US care/flammability references. Generate one from a photo in minutes for $3–6.
Tech pack for outerwear
Outerwear tech packs are layered builds: shell, lining, insulation, quilting, seam-sealing tape, and heavy closures, each with its own callout. Generate one from a photo in minutes for $3–6.
Tech pack for suits & blazers
Tailoring tech packs need canvas-construction callouts, the lapel roll line, shoulder padding, Bemberg lining, functional buttonholes, vents, and tailored points of measure. Generate one from a photo in minutes for $3–6.