People and an AI operator, working on the same business records.
Select a project, inspect its context, and prepare a sample update.
Juniper Wellness · Client delivery
Review the homepage direction with the client, then prepare the remaining service pages.
No changes in this sample yet.
This portfolio illustration explains the workflow using local sample data. It is not the live KS App interface or an executing AI agent.
Client information should travel with the work.
KS App brings CRM, project delivery, finance, knowledge, and client portals into one workspace. Its AI operator uses the same domain services as the human interface, so a request is grounded in the application’s records and permissions.
Workspace identity and allowed operations come from server-owned context. The model does not get to choose its tenant, role, or credentials.
Versioned skill guidance and on-demand tool discovery expose the operations needed for the work. Tools call shared business services instead of inventing a second data layer.
Persistent conversations, durable workflows, approvals, and action receipts support recovery after interruptions. Uncertain external actions need reconciliation before another attempt.
Request a business operation
Workspace identity · permissions · approvals
PostgreSQL / Supabase · persisted outcomes · recovery
KS App is an active private development project. The source implements the workspace and operator architecture; complete release qualification and production readiness remain ongoing. The sample is designed to make its product model understandable without exposing a client workspace.