Carry authority forward.
Keep identity and scope attached as one request becomes a sequence of actions.
The Frozion platform
Govern AI actions.
Orchestrate work.
Build complete applications.
Three modules on one Execution Fabric. The AI Control Plane governs and runs the work. The AI Data Plane supplies its business context. App Builder gives people the applications they work in.
Start with an existing agent’s consequential action, or build a complete business application. Identity, policy, contracts and evidence stay connected across all three modules.
FROZIONExecution FabricGoverned from request to outcome
The experienceApp Builder
Portals · workbenches · forms · evidence views
The executionAI Control Plane
Logic · AI · policy · durable actions
The contextAI Data Plane
Records · calculated facts · provenance
Identity & scopeContracts & versionsConnected evidence
From request to governed outcomeAI assistanceExplicit policyHuman decisionsDurable executionInspectable effects
Frozion across your adoption path
Govern existing agents
Govern consequential actions from the agents you already run, through MCP or HTTPS.
Grow tools into workflows
Grow a protected operation into a durable process with rules, people and connected evidence.
Build native agents
Build agents on the same identity, policy, data and execution services.
Build systems of engagement
Add applications and portals for the people who participate in the work.
The work between the tools
Every handoff needs the same business context.
Your gateway, workflow engine and application may each do their job. Your team still has to connect the responsibilities between them.
When an agent proposes a change, the rule, the reviewer and the eventual write must agree on whose behalf it acts, which facts it used and exactly what was approved.
Review the same proposal.
Bring the change, policy and supporting facts into the person’s decision.
Check what changed.
Revalidate before the write and connect the system’s response to the original request.
Frozion connects these responsibilities on one Execution Fabric. Explore the benefit of one fabric
01 / The platform
Three modules.
One fabric underneath.
Each module has a clear role. Together they cover the path from request to recorded outcome.
AI Control Plane
What may this agent do, and how does the work run?
Governs agent actions and runs the process behind them: identity, policy, human review, durable execution and evidence. Existing agents can invoke a governed workflow through an HTTPS call.
- Visual Orchestration
- Visual Policy Builder
- Identity & Continuous Authority
- HITL Inbox
- Durable Execution
- API Client Builder
- Model Routing
- Behavior Intelligence & Replay
AI Data Plane
What may this decision use?
Supplies the records, documents and reusable calculated facts a decision needs. Permission, freshness and source references travel with the context used by agents, policies and reviewers.
Explore AI Data PlaneApp Builder
Where do people do their part?
Builds the workbenches, portals and applications where employees, customers, vendors, partners and management work alongside agents. Each role gets the context and actions its work requires.
Explore App BuilderShared across all three
One Frozion Execution Fabric.
One identity chain from request to write. A shared policy model, typed contracts and versions. A connected record of decisions and outcomes—so your team can follow the work across modules.
- Continuous Authority
- Policy
- Contracts & versions
- Durable state
- Evidence
02 / One process, end to end
One supplier change.
All three modules at work.
A supplier asks to change its bank account.
Follow the request, the facts, the finance review and the ERP update. Switch paths to see what happens when the proposal changes during the wait.
Supplier account-change case
CASE-041 · Supplier bank change
Both paths begin with proposal r3. The difference becomes visible when execution resumes at step 4.
01 / RequestProposed
One request. One identified proposal.
A supplier submits a bank-account change through its portal. The workflow starts with proposal r3, the supplier record and the caller’s business scope.
App Builder
Capture the bank change in the supplier portal.
AI Control Plane
Start the workflow with typed inputs and caller authority.
AI Data Plane
Resolve the supplier and its current record.
What this means for the case
Every subsequent decision refers to the same identified proposal and supplier.
One record, growing with the work
- Request · r3
CASE-041 · supplier ACME-204 · GlobalCo / US-01 · proposal r3
A model recommendation is one input.
Business facts, policy and authorized human decisions determine what may happen next. In this process, the model cannot approve the bank change.
03 / Why teams choose Frozion
The platform is connected.
So are the benefits.
Less work reconstructing the process. More control over how it runs.
Oversight that grows with your AI.
Inspect the design and the outcome. Keep sensitive data controlled and decisions connected to their evidence.
Work that moves beyond the answer.
Turn a request into repeatable work, bring people into the process and change it with a clear view of what depends on it.
Less integration work. More control.
Share execution infrastructure, avoid unnecessary model work and run the platform in your own environment.
Built on iGREAD
Six principles behind the work.
From the visual design to the recorded outcome.
Inspectable
See workflows, policies, contracts and lineage before execution; follow the evidence afterward.
Governable
Check authority and policy against the business facts at the point of action.
Repeatable
Give model contributions a defined role within a business process and its completion criteria.
Enforced
Put controls in the execution path, including the approvals a protected action requires.
Auditable
Connect the request, facts, rule, approval and outcome in tamper-evident evidence.
Durable
Keep workflow state through long waits and revalidate before the work continues.
04 / Fit the platform around your business
Keep what you trust.
Connect the work between it.
Your systems, agents and models keep their roles.
Frozion brings their work into one governed process, with the experience, context and execution connected.
Systems of record
ERP, CRM and databases stay authoritative. Frozion reaches them through typed, governed API clients.
Your agents
Keep the frameworks you use. Connect the actions you want governed to Frozion through HTTPS calls.
Your models
Use private and managed models, with eligibility and routing rules for the work they perform.
Your cloud
Run in your data center or your AWS, Azure or Google Cloud account.
Identity & SecurityBuilt-in FIDO2 identity and enterprise SSO →Private & Hybrid AIChoose your deployment environment →Developer ExtensibilityConnect custom code, models and UI →
Your starting point
Start where you are.
Begin with one consequential action or a complete application. Expand on the same foundation as the work grows.
Existing agents
Govern the agents you already run.
Route an agent’s protected actions through identity, policy, approval and outcome checks.
Explore this starting point →Business applicationsBuild around a business purpose.
Connect agents, people, systems and channels in a complete, repeatable application.
Explore this starting point →Agentic SaaSBuild your product on Frozion.
Package governed execution in your own offering, with a defined scope for each tenant.
Explore this starting point →05 / Scope and questions
Start small.
Grow into it.
One process is enough to see how the pieces work together.
Where the controls apply
Work routed through Frozion. The platform governs the agents, workflows, data access and actions that use its execution path.
Your systems stay authoritative. ERP, CRM, enterprise identity and model providers keep their own responsibilities.
Models can still vary. Explicit workflows, contracts, policy checks and completion criteria give that variability a defined role.
Uncertain outcomes stay visible. If a downstream action may have happened, reconcile its result before a consequential retry.
Yes. Connect the action you want governed to a Frozion workflow through HTTPS. Your agent keeps its framework; the workflow applies the identity, policy and approval checks defined for that action.
No. Start with the responsibilities the use case needs. The AI Control Plane can govern an existing agent’s action; add Data Plane capabilities and App Builder experiences as the business process grows.
No. Frozion connects the work between them. Use enterprise SSO or Frozion’s built-in identity provider with FIDO2 passkeys, while your systems of record continue to own their data and transactions.
Policy determines when a decision needs a person. The HITL Inbox gives assigned internal reviewers the proposal and evidence, with FIDO2 step-up and approval bound to the exact revision. App Builder provides portals for customers, vendors and partners. Explore human review.
In your data center or your AWS, Azure or Google Cloud account. Choose the connections and model endpoints that fit your deployment and data requirements. Explore deployment benefits.
From one action to a complete application
Bring one process.
See the platform work on it.
Pick a process where an agent needs data, a decision and an action. Explore how the three modules connect it—and the evidence that explains the result.