Clear expectations for serious AI work.

Kumo Lumo presents chats as a private workspace, shows cost estimates before sending, and reflects external model availability inside the product.

Open workspace Review pricing

Private by default

Chats and files are positioned as workspace context for the user's own task, not public content.

Provider availability

External model routes can change or become unavailable. Kumo Lumo reflects route status and fallback options in the UI.

Cost transparency

Point estimates, membership status and usage controls help users understand cost before they send heavier work.

Trust FAQ

Does Kumo Lumo replace every native AI product?

No. Kumo Lumo is a workspace and routing layer that helps users choose and use suitable model workflows from one place.

Why do estimates sometimes differ from final usage?

Estimates depend on prompt length, context, attachments, selected model route and output length. Final usage can change after the provider response is complete.