Solutions · IT and API teams
One contract for AI visual production.
Generation, editing, video, QA, and delivery behind one REST API: async jobs, webhooks, and metadata, on the same backend your teams reach from Studio, agents, and MCP.
POST api.uwear.ai/generationAuthorization: Bearer ••••••••{"clothing_item_id": 19421,"model_slug": "nano-banana-2","prompt": "Full-body studio shot…","num_images": 1,"aspect_ratio": "3:4","resolution": "2K","webhook_url": "https://you.com/hooks"}
- generation_id
- —
- result
- —
- url
- —
One job, end to end: submit, poll or get the webhook, persist the asset with its metadata.
What you integrate
Three workflows your systems can own.
Each page shows the pipeline: what goes in, how it runs, and what your stack gets back.
Catalog visuals at scale
A feed-driven pipeline: new SKU in, PDP-ready set out, delivered back with metadata.
See the workflow
Virtual try-on
A shopper-facing experience your backend serves through the same generation API.
See the workflow
Shop the Look
Precomputed combination imagery your recommendation systems can serve like any other asset.
See the workflow
In your stack
Built like infrastructure, not a demo.
The questions a platform team asks first, answered by the contract itself.
One contract, many models
Frontier models rotate fast. Your integration keeps one request shape and swaps a model slug, so downstream systems never chase provider churn.
Async by design
Submit a job, then poll the status endpoint or receive webhooks. Batch endpoints handle catalog-sized runs the same way, with progress tracking.
Metadata end to end
Every asset stays traceable: your SKU maps to a clothing item, the job, and each result, so the manifest your systems rely on writes itself.
Governance and observability
Scoped API keys, per-request credit metering, status filters, and QA decisions you can query. Result URLs are temporary by design: you persist to your own storage.
Every surface, one backend
Four front doors. One system to govern.
Studio, API, Agent Mode, and MCP share one account, one asset workspace, one generation history, and one bill, so access can grow without growing the surface you have to secure.
Operator interface
Studio
The operator UI on the same backend: what the team clicks is what your API automates.
Explore StudioProgrammatic
API
The integration surface: async jobs, webhooks, batch endpoints, metadata delivery.
Explore APIConversational
Agent Mode
Conversational orchestration over the same jobs, briefs, and credits you govern.
Explore Agent ModeIn your own tools
MCP
The same tools exposed to Claude and other MCP clients, under the same account controls.
Explore MCPWire in one workflow.
Bring a handful of SKUs and a webhook endpoint. We'll stand up a pilot against staging with your team and hand you the manifest.
Existing customer? Log in to Studio
Pairs with API · Batch Workflows · MCP app
