Bespoke internal apps
Each app can be shaped around a role, task, source system, approval path, or department workflow instead of forcing everyone into the same interface.
DashboardsReview queuesTask screensSearch surfaces
Bespoke apps from operational knowledge
App Foundry
The ontology and platform become useful when they can produce internal tools: dashboards, task screens, review queues, workflow apps, and search surfaces built around the work.
Internal apps should be generated from operational knowledge, not rebuilt from scratch for every team.
The app is the visible surface; the ontology, permissions, and APIs define what it can safely show or change.
A dashboard can be built for a human manager, an agent operator, or both.
API-backed interfaces
Generated apps should operate through stable API routes so actions are authenticated, permissioned, logged, and reusable by agents.
Authenticated callsService routesAction logsReusable operations
Contextual search
Search becomes part of the app: users and agents can ask for records, relationships, files, history, and recommended next steps inside the workflow.
Natural languageHybrid searchRelationship-aware resultsPermission-aware answers
Dashboard examples
The dashboard examples are early views of this foundry idea: small, purpose-built apps tied to a larger operational model.
Compliance viewDeveloper viewSocial viewAgent workspace
The app foundry gives agents tools they can actually operate.
Once the app and API routes exist, an agent can use them through authenticated machine identity, scoped permissions, and visible audit trails.