

Block-print kurta set
Daily-wear ethnic. Dupatta engaged. Block-print preserved exactly.
The catalog production system your store never had to staff. Upload one flat-lay per SKU; get ready-to-sell 4K imagery — wardrobe and identity locked across every angle.


Drag to compare — same SKU, fidelity locked.
No card. Keep the images. Paid credits never expire; free signup credits expire after 30 days.
For founders. For ecom managers. For the person whose photographer just ghosted on Friday.


Drag to compare — same SKU, fidelity locked.
Rentals, models, retouch, repeat. By the time the edits land the trend has moved, the paid ads are stale, and half the SKUs are still using last season’s stock. Every week you wait compounds.
Location, crew, lighting, coffee runs.
By the time shots land, the drop has moved on.
One outfit, one model, one background. Done.
And you still owe the retoucher.
A small, opinionated workflow — garment, model, scene, render — built for online retailers who need catalog imagery without running a studio to get it.
Our pipeline faithfully preserves weave, print, trim, and drape. What you upload is what ships.
Pick the model, the light, the set. Morning rooftop in Bombay. Studio white in Paris. Same look, same garment.
4K renders in under a minute. Batch a whole collection overnight at half the credit cost.
What cost ₹50,000 now costs ₹200. At 4K. In a minute.
What you see below is one real production run — uploaded as a single flat-lay, returned as seven on-model stills and six 5-second clips. Nothing curated, nothing retouched. Press play; this is what ships.

Each tile below is a real 2K render returned by the pipeline — same model identity, same wardrobe, locked to your flat-lay. No two are the same; none are stitched.







Same identity. Same wardrobe. 5-second clips, generated from the stills above in the same batch.
Across audience, category, and aesthetic — one upload becomes a full PDP. Every image below was generated by Kraftr from a single flat-lay. Wardrobe, embroidery, and fabric drape preserved exactly.


Daily-wear ethnic. Dupatta engaged. Block-print preserved exactly.


Bestseller-style Myntra/Ajio listing. Warm garment on warm backdrop.


Boutique-tier ethnic. Heritage interior. Dupatta wide drape.


Wholesale catalog convention. Heritage Mughal set. Full bridal stack.


Western mass-market PDP. Walking motion. Windblown hair.


H&M-Premium register. Hard editorial light. Side-profile walking.


Activewear conventions. Motion pose. Cool daylight.


Menswear catalog. Hand-in-pocket. Quiet authority.


Menswear ethnic. Heritage interior. Dupatta engaged.
One flat-lay. Five PDP-ready shots. Wardrobe and identity locked across every angle.
The work that traditionally needs a model day-rate, a stylist, and a studio booking — generated in a single batch.
We’re keeping the circle of early-access retailers small on purpose — the feedback loop is what makes Kraftr worth using.
Kraftr defaults to the highest-fidelity pipeline we can ship. Weave, print, trim and drape survive the render — not the cheaper variants that alter clothing.
We’re shipping Kraftr alongside a small group of independent online retailers across India and the US. Every control exists because one of them asked for it.
Full commercial rights on every render. No model releases. No licensing long-tail. Invisible SynthID provenance built in.
Mix models, light, aspect ratios. Every control maps to a single prompt — describe it in fashion, not code.
Pro fidelity locks print, weave, buttons, stitching. No drift — even on batches of 40+ looks.
Batch runs at half the credit cost with a 24-hour SLA. Same quality, half the spend.
Garments, models, scenes — each versioned, each searchable. Recall the exact combination a year later.
Owner-scoped collections. Permissions, archives, usage — all clean, even across sub-labels.
Up to 3840×6827 with SynthID-watermarked provenance. Drop straight onto the store or into print.
India’s D2C fashion calendar runs on two clocks — marketplace specs and festival windows. Pick a destination below to see the renders, the rules, and the shoot-by dates.
Each marketplace runs its own rules — 3:4 vs 1:1, gender-match, slot sequences. Kraftr ships every spec from one reference set.
Garment-aware rendering keeps weave, print, drape, and metal finish honest across the drop. Built on first-principles category playbooks.
India's biggest sale windows ride Navratri, Diwali, Karva Chauth, and bridal season. Plan back from each festival, ship before the search ramp.
Each destination ships with a Last-verified stamp, marketplace-spec compliance, and a render gallery you can copy into your next drop. New to the system? Start with the Kraftr blog — spec sheets, channel-pair decisions, and festival shoot calendars updated on a 90-day cadence.
No prompt degrees required. Kraftr reads fashion vocabulary and translates it into production-grade images.
Drag in your flat-lay or on-hanger shot. JPEG, PNG, 72dpi, up to 14 references.
Pick a model, pose, lighting, aspect ratio. Or describe it — "linen shirt on a Goa rooftop at 7am."
1K, 2K or 4K. Instant or Batch. The final image lands in under a minute.
Download print-ready files. Push to gallery. Re-use the same garment-scene-model next drop.
Upload to ship in ~60 seconds. The studio no longer blocks the drop.
Stills: instant or batch (≤24h SLA, ~half). Video: 5-second HD clip from any still — same credit pool.
10 free renders. Keep the imagery you love. Only pay when Kraftr is cheaper, faster, and better than the old way.