The Vayon AI platform

One control layer for organizational AI

Vayon AI governs every organizational AI request end to end: identify, classify, enforce, route and audit — before eligible model execution. One control layer across internal and approved cloud models.

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Govern. Route. Audit.

Vayon AI Enterprise AI Gateway architecture (light).
One governed path for every organizational AI request. Approved cloud execution only when policy/egress allow.

One control layer

A single governed path between entry surfaces and approved model execution.

Vayon AI fits between the AI entry points you already use and the models your organization approves.

AI entry points
  • Employees & governed chat
  • Developer tools
  • Business systems
  • Approved automation & agent use cases
Vayon AI Gateway
  • Identity
  • Sensitivity
  • Policy
  • Authorization
  • Hybrid Routing
  • Metering & safe audit metadata
Approved models
  • Internal Models
  • Approved Cloud Models

A conceptual reference architecture — every request goes through Vayon AI. Each customer environment differs.

What Vayon AI is — and is not

A quick orientation to prevent confusion: Vayon AI is a governed control layer for organizational AI, not another model and not just a chat.

Vayon AI is

  • An Enterprise AI Gateway
  • An organizational AI control plane
  • A central policy and routing layer
  • One governed integration surface
  • A control layer for internal and approved cloud models
  • A reviewable decision and usage layer

Vayon AI is not

  • Another AI model provider
  • Only an enterprise chat
  • A replacement for every business application
  • A system that automatically selects a model without governance
  • A monitoring tool that acts only after model execution
  • A cloud service required for customer runtime

The governed request lifecycle

Identify, classify, enforce, route and audit. Enforcement — identity, entitlements, domain access and context egress — runs before any model executes.

Five-stage Vayon AI request lifecycle.
Every request is identified, classified, enforced, routed and audited. Enforcement precedes execution.

Identity and client context

Requests are attributed to a user, application, integration client and use case.

Sensitivity and policy

Content is classified and evaluated against policy before routing or execution.

Authorization and context-egress controls

Domain authorization and context-egress gates apply before retrieval and before external execution.

Hybrid Routing and Best Eligible Fit

Candidates are filtered by task fit, policy, sensitivity, location and health; Vayon AI selects the Best Eligible Fit and a governed fallback within the eligible set. A caller model preference is a hint to Hybrid Routing, never an override of policy.

Vayon AI Hybrid Routing filtering candidates to a Best Eligible Fit and fallback.
Select by task fit and policy, then fail over within the eligible set. Configured capabilities are not shown as verified without evidence.

Governed failover within the eligible set

If a selected model is unavailable, Vayon AI fails over to a governed fallback within the eligible set — governed, not a random round-robin.

Governed failover
IT platform diagram: internal and approved cloud models converging behind the Vayon AI control plane with inventory, health, routing, failover and metering.
Operate a multi-model estate through one governed control plane. Failover is governed within the eligible set, not random round-robin.
  1. A primary eligible candidate is selected
  2. The candidate becomes unavailable
  3. Vayon AI does not bypass policy
  4. Only the remaining eligible candidates are considered
  5. The Best Eligible Fit is recalculated
  6. An eligible fallback is selected
  7. The fallback reason is recorded safely

Availability does not override policy.

A concrete governed routing decision

See a request classified and routed by policy, with an explainable reason.

A governed routing-decision admin screen.
A governed routing decision with a reason. Admin diagnostic on synthetic data; decision computed without a live model call.

Configured vs verified capability

Vayon AI can preview which registered models are eligible by capability. Configured capability is not verified capability — verification requires current validation evidence.

A verified-capability routing-eligibility preview.
Which registered models are eligible by capability. Configured capability is not verified capability.

Model fleet: internal and approved cloud models

Manage internal and approved external models behind one governed gateway.

The Vayon AI model-fleet view.
Manage internal and approved external models behind one governed gateway. No provider endpoints or keys shown.

Metering and safe audit metadata

Usage is metered and every governed action leaves reviewable metadata and reason codes — not raw content.

The Vayon AI safe audit-trail view.
Governed actions leave reviewable operational evidence. Safe metadata only — no raw content/secrets.

One control layer for organizational AI

See the governed request lifecycle, Hybrid Routing and safe audit evidence in a live walkthrough.

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