App Builder
Build The Interface On The Same Governed Model That Runs The Work
Create secure server-rendered portals, dashboards, forms, case workbenches, approvals, knowledge experiences, contextual AI, and evidence views directly on the Shared Application Model behind the active process.
A reviewer screen can operate on the same proposal, context, policy, execution state, and evidence that the Control Plane is waiting on - rather than reconstructing those relationships in a separate frontend layer.
Frozion keeps the user experience connected to the same identity, schemas, data, context, policy, durable state, versions, and evidence used by the AI Control Plane and AI Data Plane.
Build the experience around the business outcome
The App Builder gives enterprise AI work a purpose-built application experience: dashboards, portals, forms, record pages, case workbenches, task queues, search, contextual AI, reviewer screens, evidence views, administration, internal applications, customer applications, and vertical-SaaS experiences.
Benefit: Turn AI capabilities, data, policy, and workflows into operational software people can actually use to complete the work.
The interface can change for the role and use case while remaining part of the same governed application.
Keep the user experience on the same application model
A business application becomes harder to govern when the UI has to reconstruct what the runtime already knows. The App Builder operates on the same Shared Application Model used by the rest of Frozion.
Identity
Who is using the application and within which tenant, role, scope, and purpose.
Schemas
The business entities, inputs, outputs, proposals, and actions used by the application.
Operational data
The records and entities the user is working with.
Context
Governed evidence, knowledge, features, and prior state relevant to the decision.
Policy
Conditions determining what information, actions, components, or approvals are available.
Execution state
Where the active process is, what it is waiting for, and what can happen next.
Versions
Which application, policy, schema, and execution definitions govern the work.
Evidence
What information, decisions, approvals, actions, and effects belong to the operation.
Support the complete application journey
Search -> Analyze -> Decide -> Approve -> Act -> Monitor -> Explain
Give users application-specific access to operational data, knowledge, documents, and governed retrieval.
Present records, evidence, calculated features, AI output, relationships, and contextual assistance together.
Use purpose-built forms, comparison views, decision facts, and policy-aware controls.
Give reviewers the exact proposal, context, evidence, and policy conditions the execution is waiting on.
Connect the application experience to governed workflows, APIs, tools, and external business actions.
Show active work, queues, waits, events, exceptions, retries, and completed operations.
Present provenance, lineage, approval history, Behavior Intelligence, and replay appropriate to viewer authority.
Benefit: Give users one application journey from information to action and evidence rather than switching between separate search, chat, workflow, approval, and audit interfaces.
Build server-rendered enterprise application experiences
Frozion uses server-rendered application experiences as an enterprise application architecture choice, not simply a page-rendering preference.
Consistent identity and tenant context
Generate the application experience using the active user's application and tenant scope.
Server-side policy-aware composition
Determine which application elements and data are eligible before composing the response.
Reduced client-side exposure
Keep sensitive application logic and unnecessary protected data away from the browser where appropriate.
Purpose-built interfaces
Deliver the interface required for a case, approval, dashboard, portal, knowledge application, or evidence review.
Operational composition
Combine records, forms, tables, dashboards, navigation, AI interactions, approvals, and evidence in one experience.
Indexable resource experiences
Support accessible and indexable public or resource-oriented pages where the application requires them.
Build authentication and tenant scope into the application from the first request
Multi-tenant authentication is part of the application model, not a component teams assemble per project.
Tenant-aware from the first request
Each application can be bound to its own domain or subdomain with tenant, application, and user scope established before any logic runs.
Phishing-resistant authentication
FIDO2 and passkey authentication can be available as first-class options alongside enterprise SSO and federation.
Assurance the workflow can ask for
Policy can require stronger assurance at a specific moment and bind authorization to the exact action under review.
One identity model across audiences
Employees, customers, partners, reviewers, and tenants can authenticate into the same governed application model with different scopes.
Turn governed business objects into working applications
Operational AI applications need structured business data as well as models and documents. Use Operational Collections to create experiences around typed entities and relationships.
- create, read, update, list, and search
- governed lifecycle actions
- record details and filtered views
- user-specific queues
Build forms that participate in governed execution
Forms are not only input screens. They can collect governed propositions, validate data, trigger policy evaluation, route work, and become part of the evidence trail.
Explore Policy Governance
Give reviewers the exact work the execution is waiting on
Review screens can present the proposal, context, evidence, policy, execution state, and permitted actions in one place, then bind approval to the exact action being governed.
Explore Human-in-the-Loop Execution
Build tenant-aware navigation and application layouts
Navigation, pages, components, forms, actions, and evidence views can use tenant, role, purpose, and capability context when composing the experience.
Benefit: Keep the application's navigation and user experience aligned with the same scope governing its data and execution.
Connect visual application elements directly to platform capabilities
The App Builder connects application surfaces to platform capabilities through explicit bindings.
Collections
Bind components to typed operational entities.
Queries
Retrieve scoped application data through governed queries.
APIs
Connect forms and application actions to defined API capabilities.
Mappings
Translate between application contracts and external representations.
Execution Graphs
Start, inspect, resume, or participate in governed application workflows.
Context
Present evidence and information assembled for the current decision.
Policy
Reflect permissions, obligations, and action eligibility.
Evidence
Expose decision history, lineage, and outcomes.
Benefit: Build the application surface against explicit platform contracts instead of wiring every screen independently to backend details.
Reuse components without turning every application into the same interface
Enterprise application teams need reusable building blocks and the freedom to build interfaces appropriate to each business process. Frozion can support layouts, navigation, components, templates, forms, record views, evidence panels, and application patterns.