uwear-ai
Uwear.ai is an enterprise AI visual production platform for fashion that converts product assets into studio-quality on-model photos and videos at scale, with locked art direction, automated QA, and delivery to PIM/DAM or storefronts via Studio, API, or MCP integrations.
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Quick Overview
Best for: Image & Design
What it does
Image & Design software for decision-makers comparing workflow fit and alternatives.
Best fit
Image & Design
Pricing snapshot
Freemium from $0.10 per credit
Next step
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uwear-ai
Uwear.ai is an enterprise-grade AI visual production platform for fashion commerce that turns product assets (supplier photos or product images) into consistent, studio-quality on-model photos and videos at scale. The platform centers an Art Direction construct (casting, lighting, framing, QA criteria) to lock brand rules while allowing controlled variations. Operators can run production by hand in Studio, wire a single API contract into PIM/DAM/storefronts, or operate the engine inside conversational platforms via MCP (Claude and ChatGPT). Built-in components include an Asset Library, automated Review & QA, batch workflows, and access to multiple image and video model tiers.
The product targets ecommerce, creative production, and technical teams at fashion brands and retailers, enabling catalog generation, 'shop the look' outfit coverage, virtual try-on, and transforming approved stills into video assets without traditional shoots.
AI platform generating on-model clothing photos from flat-lay images, replacing traditional photoshoots.
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Claim this listing for $29Key Features
Art Direction
Define casting, lighting, framing, and QA criteria once to lock a brand look; variation controls explore scenes and poses without drifting off brand.
Asset Library
Reusable library of clothing, models, locations, and generated results for consistent reuse across workflows and runs.
Review & QA
AI reviewer checks each image against model, prompt, and garments; it approves results, attaches failure reasons, and retries failed renders automatically.
Batch Workflows
Run jobs at any volume; one job can be triggered from Studio, API, or MCP to produce large-scale catalog or look-generation runs.
Multi-model Support
Access rotating, state-of-the-art image and video models (examples listed: Gemini Pro/Flash, GPT Image 2, Seedance, Kling, PixVerse) and route jobs by quality or speed.
Studio (Control Room)
Web-based workspace to explore, generate, review, and approve assets manually with operator controls.
API (Generation API)
A fashion image generation API to wire a single contract into PIM, DAM, storefronts, or customer apps; includes webhook-based job completion.
MCP (Claude & ChatGPT integration)
Bring the engine into Claude and ChatGPT for conversational briefs, drafting art directions, and running test shots.
Virtual Try-on
API-supported virtual try-on flows that generate shoppable fits on shopper photos (example: Dailyfit consumer app uses the Uwear API).
Video from Stills
Approved catalog stills can be converted into 360 loops, PDP clips, and campaign video cuts via integrated video engines.
Pricing
Pay as you go
$0.10 per credit- Credits never expire
- No monthly subscriptions
- Works across Studio and API
Enterprise
Volume pricing (custom; contact sales)- Invoice billing and volume discounts
- Team workspace with unified billing
- Implementation and pilot support
- Custom QA criteria
Use Cases
Catalog visuals at scale
Generate thousands of SKU images per week with one consistent on-model PDP standard from supplier photos as products arrive.
Shop the Look
Automatically generate every relevant outfit combination on-model so shoppers can see full looks that include the exact viewed item.
Review & QA automation
Automate quality checks on every image at any volume with an AI reviewer that approves or retries results with attached failure reasons.
Virtual try-on
Enable shoppers to see products on themselves using a single shopper photo and generated fits that behave like product pages (example: Dailyfit).
Fashion video production
Turn approved stills into video outputs (360 loops, PDP clips, campaign cuts) without a physical shoot.
Integrations
PIM / DAM / Storefront
Wire the API contract into product information management, digital asset management, or storefront systems to deliver generated assets directly.
Claude & ChatGPT (MCP)
Operate the generation and art direction flows inside Claude and ChatGPT via the MCP integration for conversational briefs and approvals.
Webhooks
Webhook-based job completion notifications for API-driven generation workflows.
Benefits
Limitations
No verified limitations are available.
Frequently Asked Questions
What is Uwear?
What do we need to send you?
How do thousands of images stay on brand?
How does our team run it?
Can shoppers see products on themselves?
How does enterprise pricing work?
Getting Started
- 1 Step 1: Book a demo to map your first workflow or start self-serve to generate immediately.
- 2 Step 2: Send sample garments or supplier product photos so Uwear can build and review your Art Direction.
- 3 Step 3: Choose how to run production — Studio, API integration, or MCP — then buy credits or engage enterprise terms and start generating.
Support
Contact sales
Engage enterprise sales for volume pricing, implementation, and pilot support (link available on site).
Get a demo
Book a demo to map the first workflow and review the Art Direction before large runs.
Docs & Tutorials
Platform tutorials and guides for fashion visual production are available (tutorial series and product guides on the site).
Blog / Changelog
Product updates, research, and how-to guides are published in the blog and changelog sections.
API
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