Overview & Modules

Platform Overview See the governed AI application platform from data to action. App Builder Create secure portals, dashboards, forms, queues, contextual AI experiences, and evidence views. AI Control Plane Coordinate deterministic logic, AI, APIs, tools, policy, people, durable state, and effects. AI Data Plane Assemble operational data, knowledge, retrieval, context, features, memory, and evidence under shared authority.

AI Control Plane

Visual Execution Graph Design, publish, run, and inspect executable application behavior. Policy Builder & Governance by Construction Put policy decisions, obligations, and evidence requirements into the execution path. Durable Execution & Human Approval Pause, resume, retry, approve, and reconcile consequential work with explicit state. Model Routing & Deterministic-First Execution Route models only where deterministic logic and policy allow them to participate. Behavior Intelligence, Causality & Replay Replay what happened, why it happened, and which facts shaped the outcome.

AI Data Plane

Context Store & Context Assembly Build eligible context packages for decisions, reviews, actions, and evidence. Feature Store Use calculated decision facts with source, time, freshness, version, and provenance. Agent-Scoped Knowledge Graph & Tri-Hybrid Retrieval Combine lexical, vector, and graph retrieval inside the active authority boundary. Operational Collections & Governed Query Query typed operational entities without widening data or action scope. Cache & Memory Reuse prior context safely by tenant, purpose, policy, freshness, and provenance. Provenance, Lineage, Causality & Evidence Preserve data, policy, decisions, actions, effects, and audit evidence.

Foundations

Identity & Security Keep identity, tenant, purpose, assurance, and authorization connected through execution. Least-Privilege Architecture Constrain every action and context package to the authority it actually needs. Private & Hybrid AI Run governed AI across private, hybrid, and provider-hosted environments. Developer Extensibility Extend Frozion with custom code, APIs, services, models, connectors, and UI components.

Solutions

Governed AI Agents & Applications Build agentic applications whose behavior stays inside explicit authority boundaries. Natural-Language Data Applications Turn questions into governed data experiences with scoped query and context assembly. Workflow-to-Application Modernization Explore this Frozion page.

More

Solutions

Industries

Financial Services Control data, approvals, evidence, and AI-assisted work across regulated finance workflows. Healthcare Explore this Frozion page. Insurance Preserve decision history, appeals, policy changes, and evidence across long-running insurance work. Public Sector Build accountable AI applications for policy-bound public-sector operations. Manufacturing & Supply Chain Coordinate supplier, operations, quality, and logistics decisions with governed context.

More

Industries

Learn

Enterprise AI Architecture Series Read architecture notes for governed AI applications, data, execution, and evidence. Patterns & Anti-Patterns Recognize reusable architecture structures and failure modes before rebuilding them. Enterprise AI Maturity Model Assess maturity by the application responsibilities a consequential path can govern.

Apply

Governed Application Blueprints Start from reusable patterns for common governed AI application designs.

Reference

Architecture Dictionary Clarify the language behind Frozion architecture, governance, and execution.

More

Resources

Company

Proof & Evidence

This page is not available yet.

Build and operate governed AI applications across data, AI, people, workflows, actions, and evidence.

Platform

Overview App Builder AI Control Plane AI Data Plane Developer Extensibility

Foundations

Identity & Security Least Privilege Private & Hybrid AI Policy Governance Durable Execution

Explore

Solutions Industries Resources Company About

Contact

hello@frozion.ai

© 2026 Frozion. All rights reserved.