Production readiness

Managed model access, automatic fallbacks, output validation, conversation persistence, and observability for generative UI in production.

OpenUI Cloud handles the reliability work required to run generative UI in production.

Reliable model access

OpenUI Cloud provides managed access to models from multiple providers and automatically reroutes requests when a model or provider is unavailable.

Model access across providers: Applications access models from supported providers through OpenUI Cloud's APIs. Provider accounts, credentials, and connections are managed by Cloud, and model usage is billed at cost. The application names a model per request, so switching models requires no application change.
Automatic fallbacks: When a selected model or provider is unavailable, Cloud reroutes the request to a fallback without application involvement. Requests can continue during a provider outage or slowdown.
Output normalization: Generated output is normalized across providers and model versions, so an interface behaves consistently when the underlying model changes.

OpenUI Cloud validates every model response before it reaches the interface and corrects invalid output in real time.

Validation against the component library: Each response is checked against the component library it was generated for, either the built-in library or one the application registered. Validation detects malformed structures, nonexistent components, and unrenderable content.
Real-time correction: Correction happens in the streaming path instead of as a retry the user waits through. Invalid output is corrected before it leaves Cloud.
Consistency across models: Validation and correction run server-side, so behavior stays consistent as model providers and versions change. Provider-specific differences are normalized before rendering.

OpenUI Cloud stores conversations and artifacts server-side, so applications run no database or storage layer for them.

Automatic thread storage: Each turn's messages, actions, and outputs attach to a conversation thread. Threads can be created, read, renamed, deleted, and listed.
Slide and report versioning: Generated slides and reports are stored alongside their conversations, and every version is kept.
Reload on return: AgentInterface reloads threads, slides, and reports when the application loads. Returning users find their conversations and generated content intact.

OpenUI Cloud provides built-in visibility into model usage, latency, errors, and render success across a deployment.