Access is not correlation authority
An agent may technically reach two contexts without authority to combine them.
REACHABLE ≠ AUTHORIZED
EN
Checking Control live demo · Runtime authorization for AI context
AI context should not gain authority just because an agent can access it.
Johka Control enforces runtime authorization for AI context flows, correlation and derived context—before protected context reaches the AI provider. It is a complete, independently deployable product.
- Customer-hosted
- Independent product
- Fail-closed
- Auditable
- Provider-independent core
ENFORCEMENT OUTCOMES POLICY ACTIVE
01
REQUEST ORIGINApplication / Agent
Context envelope
ENFORCEMENT POINTJOHKA CONTROL
IdentityPurposeGrantLineage
ALLOWREDACTBLOCKREQUIRE_APPROVAL
THE AUTHORITY GAP
AI systems can reach more context than they should be allowed to use.
Retrieval controls what data can be found. Johka controls whether context may flow, correlate, be derived or be reused at runtime.
Derived context keeps its authority
Summaries and inferred facts do not become unrestricted because they are new.
DERIVATION ≠ RESET
Unauthorized means no provider call
When Johka refuses a flow, protected context stays at the enforcement point.
BLOCK = ZERO EGRESS
BUILT FOR AI THAT CROSSES DATA BOUNDARIES
Your agent can access both. That does not mean it may combine both.
For teams whose AI agents work across conversations, CRM records, orders, cases, documents and connected systems.
Customer-support AIMulti-tenant B2B SaaSEnterprise copilotsAI agent platformsFintech & insuranceHealthcare · HR · legal
PRIMARY USE CASESUPPORT + CRM + ORDER
SOURCE 01Support conversation
SOURCE 02CRM & order data
AUTHORIZATION QUESTION
Which customer fields may be combined for this purpose, sent to this destination and reused later?
QUALIFICATIONJOHKA BECOMES RELEVANT WHEN…
- 01
The AI can reach at least two separate data sources.
- 02
Those sources contain customer, tenant or otherwise bounded context.
- 03
Not every accessible field may be combined for every AI task.
- 04
The AI can send context to a provider or execute actions.
- 05
You must prove why a combination was allowed.
- 06
Authority can expire, be revoked or depend on purpose and destination.
Four or more apply? Your architecture is a strong fit for a Johka evaluation.
NOT FOR EVERYONE
Not every AI system needs Johka.
One unrestricted source with no meaningful boundary crossing? Johka may be unnecessary.
Multiple bounded contexts where access to both must not mean permission to combine both? That is where Johka becomes relevant.
ENFORCEMENT OUTCOMES
Johka can allow, restrict or block context at runtime, or require human approval. Cross-context use can require explicit, purpose-bound grants that can be revoked immediately.
ALLOWREDACTBLOCKREQUIRE_APPROVAL
DEPLOYMENT & CONTROL
Built as enforcement infrastructure, not another AI data layer.
Johka sits in the execution path and returns an enforceable decision before an AI request can leave the controlled environment.
CUSTOMER ENVIRONMENT
CALLERSApps · Agents · RAG
→PRIVATE CONTAINERJohka Control
→GATEWAYProvider Adapter
CONTEXT MANAGEMENT
Organizes what AI can find.
≠
JOHKA CONTROL
Determines what AI context may do.
OPTIONAL EXTENSION · JOHKA LINK
Control works independently. Link extends Control.
Add Johka Link when an approved AI task needs context from more than one source. Link asks Control for authority first.
Explore Johka LinkFOUNDING DESIGN PARTNER PILOT
Prove one protected AI workflow in your own environment.
A fixed-scope Johka Control pilot for the first five design partners. Link and work beyond this pilot are separately scoped.
AFTER THE PILOT
Prove one workflow. Expand from evidence.
- 01Fixed-scope pilot
Protect and prove one real AI workflow.
- 02Production deployment
Agree production licensing, implementation and support.
- 03More protected workflows
Expand deliberately across additional flows and sources.
Production licensing and ongoing support are agreed after a successful pilot.