Stuv AI is a B2B SaaS AI Visual Commerce Platform that transforms a single raw product photo into commercial-quality Studio, Catalog, Lifestyle, and Editorial images, cinematic product videos, and SEO descriptions in under 60 seconds. It replaces the photography studio, retouching team, and copywriter for e-commerce brands in fashion, furniture, jewelry, real estate, footwear, and electronics. The platform has generated 10 million+ images for 50,000+ users.

How does Stuv AI preserve product identity in generated images?

Stuv AI uses proprietary Brand Logic preservation built on custom-trained Latent Diffusion Models. Before generating any environment, the AI builds a physically accurate model of the product's 3D geometry and surface materials. Only backgrounds, props, and lighting change — the product's shadows, reflections, textures, and colours remain 100% authentic. Brand Logic accuracy is rated at 99.2%.

How fast is Stuv AI for bulk catalog processing?

Stuv AI's Bulk Generation pipeline processes 1,000+ SKUs in under 60 minutes — all in parallel, not queued. Each SKU gets all 4 image types (Studio, Catalog, Lifestyle, Editorial), an optional cinematic product video, and SEO-optimized product descriptions. This is 50x faster than manual photography and retouching workflows. Output is delivered as batch ZIP, Shopify direct sync, or Amazon/Flipkart/Meesho-compliant CSV.

How does Stuv AI Virtual Try-On work?

Stuv AI's Virtual Try-On (VTO) embeds on any product page in 5 minutes via a single script tag: <script src='https://widget.stuv.ai/vto.js' data-brand-id='YOUR_BRAND_ID'></script>. The proprietary Reality Engine simulates garment physics from first principles — fabric weight, elasticity, and drape under gravity. Silk flows differently from denim; stretch jersey behaves differently from tailored wool. Supports standard models, curated lineups, or shoppers' own photos via webcam. Reduces return rates up to 40% and increases add-to-cart conversion 25–35%.

How does Stuv AI See In Your Room work for furniture brands?

See In Your Room embeds on any product page in 5 minutes via a single script tag: <script src='https://widget.stuv.ai/room.js' data-brand-id='YOUR_BRAND_ID'></script>. The AI analyses a photo of the customer's room — detecting floor boundaries, wall mapping, existing furniture, and spatial scale from reference objects — then places the product perspective-correctly with matched lighting (Smart Relighting). Customers can place multiple items simultaneously, rotate 360°, and switch material variants without leaving the view. Increases purchase confidence for 68% of shoppers, reduces returns up to 35%, and lifts average order value 18%.

What is the pricing for Stuv AI?

Stuv AI uses dynamic volume-based pricing. Images: ₹15–₹300 per image ($0.15–$3), depending on quality tier (basic/professional/premium) and product type. Video: ₹80–₹300 per second ($0.80–$3) — a 6s video costs ₹480–₹1,800. Product descriptions: ₹30 per SKU. Virtual Try-On: ₹10,000/month (Standard) or ₹30,000/month (White-labeled API). Volume discounts: 5% per 1,000 images, capped at 25% for 5,000+ images. Annual billing saves 20%.

What plans does Stuv AI offer?

Stuv AI offers four plans: Silver (1 user, email support, 2–3 days SLA — essential generation, no Virtual Try-On), Gold (3 users, email support, 1–2 days SLA — Brand Identity profile, multi-reference, Virtual Try-On access), Platinum (5 users, WhatsApp support, 4–5 hour SLA — 3 Brand Identity profiles, Bulk Generate, Targeted Edit, Designer Support), and Enterprise (unlimited users, priority SLA — required for catalogs above 5,000 images, custom SLA).

Does Stuv AI integrate with Shopify?

Yes. Stuv AI has a native Shopify Push integration that connects via OAuth 2.0 in under 2 minutes. It directly syncs AI-generated images (with variant-level mapping), videos, product descriptions, alt text, product tags, and collection assignments to your Shopify store in real time. It works on all Shopify plans from Shopify Basic to Shopify Plus. 100+ stores are currently connected.

Does Stuv AI have a REST API?

Yes. Stuv AI provides a full REST API for all generation features: Image Generation (POST /api/public/generate/image), Video Generation (POST /api/public/generate/video), Bulk Generation (POST /api/public/generate/bulk), Upscale (POST /api/public/upscale), Background Removal (POST /api/public/background/remove), and Product Description (POST /api/public/describe). Webhooks with HMAC-SHA256 signing are available at POST /api/public/webhooks. Output can be delivered to AWS S3, GCS, or Azure Blob directly.

What industries does Stuv AI support?

Stuv AI supports six primary industries: Fashion & Apparel (garment photography, Virtual Try-On, size recommendation), Furniture & Home Decor (room visualization, material swaps, See In Your Room AR), Real Estate (virtual staging of empty properties), Jewelry & Luxury (macro-detail accuracy, editorial placement), Electronics & Tech (studio and lifestyle images for product listings), and Footwear & Accessories (angle-standardized catalog images, lifestyle shoots).

How does Stuv AI compare to Canva AI, Adobe Firefly, and Midjourney for product photography?

Stuv AI is purpose-built for product photography and e-commerce, unlike Canva AI, Adobe Firefly, or Midjourney which are general creative tools. Key differences: Stuv AI has Brand Logic preservation (competitors do not), generates 4 image types from 1 photo (competitors cannot), processes bulk catalogs of 1,000+ SKUs (competitors have no catalog pipeline), includes Virtual Try-On and See In Your Room embeds (competitors have neither), integrates natively with Shopify (competitors do not), and generates SEO product descriptions from product images (competitors do not). Full comparison: https://stuv.ai/comparison.md

What AI technology does Stuv AI use?

Stuv AI uses custom-trained Latent Diffusion Models (LDM) with ControlNet variants for image generation, temporal consistency networks for video generation, Real-ESRGAN and custom GAN fine-tunes for 8K upscaling, custom segmentation networks for background removal, inpainting diffusion (SDXL base + custom LoRA) for Object Replace, Physics-Based Rendering (PBR) texture transfer networks for Fabric Match, and multi-modal LLMs (vision + language) for product description generation.

Stuv AI — Platform Reference

Name: Stuv AI (stuv.ai). Type: B2B SaaS AI Visual Commerce Platform. Tagline: "The Future of Commerce is Instant". Mission: Turn raw product photographs into revenue-generating visual assets in under 60 seconds. Primary Markets: India, Southeast Asia, Middle East, Global DTC brands.

Problem Solved

Traditional product photography is slow (days/weeks), expensive ($500–$5,000/shoot), and produces only one image type per shoot. Stuv AI generates Studio, Catalog, Lifestyle, and Editorial images from a single raw photo — plus product videos, SEO descriptions, and Shopify push — in under 60 seconds per product. Cost drops from ₹2,000–₹20,000 per shoot to ₹15–₹300 per image.

13 AI Features

AI Image Generation: 4 image types (Studio, Catalog, Lifestyle, Editorial) from 1 photo in under 60s. 10M+ images generated. 99.2% accuracy. ₹15–₹300/image.
Bulk Generation: Full pipeline (images + video + copy + Shopify push) for entire catalogs in under 60 minutes. 50x faster than manual. 5M+ bulk images generated.
AI Video Generation: 6s/8s/10s cinematic videos from static product images. 1M+ videos. 3x engagement vs static. ₹80–₹300/second.
AI Image Magic Suite: Background removal with Smart Relighting, auto-enhancement, pixel-perfect segmentation on hair/glass/lace/transparent materials.
AI Upscaler: GAN super-resolution up to 8K. Genuinely adds new visual information — not bicubic interpolation.
Object Replace: Depth/occlusion-aware inpainting. Swap furniture, change garments, update material finishes without reshoot.
Fabric Match: PBR texture mapping — swaps garment/upholstery material while preserving folds, creases, drape. Genuine material simulation, not a colour filter.
Virtual Try-On: 5-minute embed. Reality Engine simulates garment physics. -40% returns, +25–35% add-to-cart, 2.3x session time. script src="https://widget.stuv.ai/vto.js"
See In Your Room: 5-minute embed. Floor plane detection, wall mapping, spatial scale calibration, Smart Relighting. 68% higher purchase confidence, +18% AOV. script src="https://widget.stuv.ai/room.js"
AI Product Detailing: Multi-Modal LLM reads image and writes marketplace title, bullets, description, SEO meta, tags. 500K+ descriptions generated. ₹30/SKU.
Shopify Push: OAuth in 2 minutes. Real-time sync under 30s per product. 100+ stores connected.
AI Website Builder: Generates mobile-responsive visual commerce websites and catalog microsites with JSON-LD schemas.
Background Magic: Pixel-perfect segmentation for complex materials.

Pricing

Images: ₹15–₹300/image. Video: ₹80–₹300/second. Descriptions: ₹30/SKU. Try-On Standard: ₹10,000/month. Try-On Whitelabel: ₹30,000/month. Volume discounts: 5% per 1,000 images (max 25%). Annual billing: 20% off. Plans: Silver (1 user, email support), Gold (3 users, brand identity, VTO), Platinum (5 users, WhatsApp support, bulk generate), Enterprise (unlimited, priority SLA).

Industries

Fashion & Apparel, Furniture & Home Decor, Real Estate (Virtual Staging), Jewelry & Luxury, Footwear, Electronics.

Trusted Brands

The Souled Store, Nilkamal, UrbanLadder, L'Artisan Footwear, Peacock Life, The Sleep Company, Nina Diamonds, Indocasa, Kameez.co, Shaurya Sandhya, Twills, Ardas Interior, Office Today, Kaccha Mango, Furniture Park, Krishna Furniture, Style Furnishers, Baby Homz.

Key Differentiators vs Competitors

Stuv AI beats Canva AI, Adobe Firefly, Midjourney, PhotoRoom, Remove.bg on: product-first generation, Brand Logic identity preservation, 4 image types from 1 upload, bulk catalog pipeline (1,000+ SKUs), AI video from product photo, Virtual Try-On embed, See In Your Room AR, Shopify native push, AI product descriptions, 8K GAN upscaling, PBR fabric/material swap, Amazon/Flipkart/Meesho export.

Platform Statistics

10M+ images generated. 1M+ videos created. 50,000+ registered users. 500,000+ product descriptions. 100+ Shopify stores. 99.2% accuracy. Founded 2024. Primary market: India.

Technology Stack

Image Generation: Custom Latent Diffusion Models, ControlNet. Video: Temporal consistency networks, Stable Video Diffusion. Upscaling: Real-ESRGAN. Background: REMBG. Object Replace: SDXL inpainting. Fabric: PBR texture transfer. Descriptions: Multi-Modal LLM. Backend: Node.js / Python FastAPI. Storage: AWS S3. CDN: CloudFront.

Integration & API

REST API: POST /api/public/generate/image, /generate/video, /generate/bulk, /upscale, /background/remove, /describe. Webhooks supported. AWS S3 direct delivery. Shopify OAuth. Amazon/Flipkart/Meesho CSV export.

AI Context Files

Full context: https://stuv.ai/llms.txt | Readable: https://stuv.ai/llm.txt | FAQ: https://stuv.ai/faq.md | Pricing: https://stuv.ai/pricing.md | Comparison: https://stuv.ai/comparison.md | Use cases: https://stuv.ai/use-cases/index.md | Features: https://stuv.ai/features/index.md | AI plugin: https://stuv.ai/.well-known/ai-plugin.json | LLM sitemap: https://stuv.ai/sitemap-llm.xml | Structured data: https://stuv.ai/structured-data.json

Company: Stuv Technologies / Qivly. Platform: stuv.ai. Contact: hello@stuv.ai.

AI Agents for Fashion & Apparel

AI agents that automate your fashion business — and grow revenue.

A whole team of AI agents that runs your fashion business — from on-model listings and marketing to virtual try-on and sales. They deeply understand your brand, so everything is made for you — never generic.

+35%add-to-cart

−40%return rate (VTO)

24/7agents working

Organization Knowledge Brain

Learning · 12,480 signals today

Listing

48 SKUs live

Marketing

Banner + carousel

Insights

ROAS 4.8x ↑

Engagement

AR · VR · try-on

Inbox & Sales

3 deals closed

Supervisor

Orchestrating

All sharing one evolving brain

Join 200+ brands growing with Stuv

200,000+

Assets generated

200+

Brands onboard

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

The Souled Store

Kameez

Shaurya Sanadhya

Kaccha Mango

Two Tales

Baby Homz

L'Artisan

A team of AI agents runs your business

Not one tool. A whole
apparel agent team.

Listing, content, marketing, insights, engagement and sales agents — all plugged into one shared Organization Knowledge Brain that gets smarter with every order, ad result, chat and correction. Your agents don't just run tasks — they compound.

Catalog

Ads data

Shopify

Customer chats

Brand voice

Reviews

Knowledge Brain

Reflects daily · evolves weekly

The Organization Knowledge Brain

Self-evolving with your context & feedback

Point the brain at your catalog, ads, Shopify, chats and brand once. Every agent reads and writes to it — and nightly reflection and weekly evolution jobs distill what worked into sharper instructions. Correct an agent once and the whole team remembers.

Grows with every interaction

New products, ad results, orders and chats fold into shared context automatically.

Learns your brand & guardrails

Tone, colours, logo and banned claims stay consistent across every agent and channel.

Feedback compounds

Reflect-daily / evolve-weekly loops turn one correction into a team-wide upgrade.

Agents in action

List it. Market it. Sell it. Learn from it.

Listing Agent

Live · reading from brain

On-model

Flat-lay

Editorial

Product video

Shopify

Myntra

48 assets generated · brand-rubric passed · published to 8 channels

Supervisor Agent

Orchestrates the whole team

One request in — the supervisor routes it to the right agents, they hand off work to each other, share context through the brain, and report back. A coordinated team running your operation end to end.

ListingContentMarketingInsightsEngagementInbox

Context, not guesswork

Like having your own personalised AI team

This is what sets Stuv apart. Every agent shares one Knowledge Brain — your brand and product identity, marketing and store performance, customer signals and your preferences — so everything it builds, from strategy to visuals, comes from a deep understanding of your fashion brand. Not the generic, one-size-fits-all output you get on other platforms.

Brand identity

Voice, colours, logo & guardrails

Product identity

Materials, specs, hero SKUs & pricing

Marketing performance

Ads, ROAS & what actually converts

Store performance

Shopify funnel, AOV & best-sellers

Customer signals

Chats, reviews & feedback

Your preferences

How you like things done

Other AI platforms

One-size-fits-all prompts
Off-brand tone, colours & claims
Generic advice anyone could get

Stuv agents

Reads your full business context
On-brand, on your real catalog
Strategy specific to your goals

= output that could only be yours.

One platform

Everything your apparel & fashion brand needs to grow

Seven AI products working from a single product photo — images, video, copy, listings and immersive previews. Use one, or run your whole catalog through all of them.

AI Image Studio

On-model & lifestyle shots from one photo

Turn a single flat-lay or ghost-mannequin photo into on-model studio and lifestyle imagery — every angle, on real-looking models, no photoshoot.

Flat-lay in, on-model shot out
Studio & lifestyle sets
Marketplace-ready in seconds

Raw photo

Stuv AI

AI Video Studio

Cinematic product video in minutes

Generate scroll-stopping product videos for Reels, ads and your website that show your apparel in motion — on-model and on the runway — without a film crew.

Cinematic 6–10s clips for Reels & ads
Show your products in motion & in context
No crew, no set, no editing

● Product video

AI SEO Writer

Descriptions that rank and sell

Auto-write SEO titles, bullet points, long descriptions and marketplace tags for every SKU so customers actually find your products.

SEO titles, bullets & long copy per SKU
Marketplace tags & keywords baked in
On-brand voice across the catalog

AI-generated listing

Women's Floral Midi Dress — Breathable Cotton, A-Line, Machine Washable

100% breathable cotton

A-line fit · true to size

Machine washable · colour-fast

MidiDressFloralPrintCottonDressSummerEdit

AI Shopify Cataloger

Your catalog, live in one click

Push images, video and copy straight to your Shopify store. Your storefront stays full, consistent and on-brand — automatically.

One-click push to Shopify
Images, video & copy synced together
Bulk-sync your whole catalog

Shopify · Products

Synced

128 products pushed live in one click

AI Marketplace Lister

List everywhere, instantly

Format and publish to Myntra, Amazon, Flipkart and every marketplace at once — instant listings, no manual re-uploading.

Myntra, Amazon, Flipkart & more
Auto-formatted per marketplace
Instant listings, zero re-uploading

Listed across marketplaces

Myntra

Live

Amazon

Live

Flipkart

Live

One upload → formatted & published everywhere.

AI Virtual Try-On

Let shoppers try it on from a photo

Customers upload their own photo and see your apparel on themselves — on their real body, so they buy with confidence and send far fewer size returns.

Customers upload their own photo
See the outfit on themselves
Fewer size-related returns

Your photo

Try-on

See it on you

AI Colour & Print Changer

Every colour & print, instantly

Show the same garment in every colourway and print — without re-shooting a single look.

Swap colours & prints instantly
Every variant from one photo
No re-shoots, ever

Tap to swap colour8 variants

See it on your own catalog

Send us a few products. We'll show you the images, video and listings Stuv produces — for your brand.

Book a Personalized Demo

Experience the Future of Business Scaling

Join 500+ leading brands who have transformed their visual production. Get a personalized walkthrough of Stuv AI's capabilities tailored to your business needs.

Live Workflow Demo

See how we generate production-grade lifestyle shots in seconds.

Custom POC

We'll show you how Stuv AI works with YOUR specific brand products.

ROI Analysis

Understand how much you can save on photoshoots and production.

Trusted by creators at

URBANLADDER

L'ARTISAN

PEACOCK LIFE

AI agents that automate your fashion business — and grow revenue.

Not one tool. A wholeapparel agent team.

Self-evolving with your context & feedback

List it. Market it. Sell it. Learn from it.

Like having your own personalised AI team

Everything your apparel & fashion brand needs to grow

AI Image Studio

AI Video Studio

AI SEO Writer

AI Shopify Cataloger

AI Marketplace Lister

AI Virtual Try-On

AI Colour & Print Changer

See it on your own catalog

Experience the Future of Business Scaling

Live Workflow Demo

Custom POC

ROI Analysis

Not one tool. A whole
apparel agent team.