One governed gateway, many organizational use cases
The same governed path supports governed employee AI, enterprise knowledge, developer workflows, business-system integration and governance operations — each with the same identity, policy and audit.
Govern. Route. Audit.
Find the value for your role
The same governed gateway serves different roles differently. Choose a role to see the challenge, what Vayon AI changes and the relevant capabilities.
IT & Enterprise Architecture
- The challenge
- Scattered, direct connections between systems, providers and models, and no uniform layer to manage internal and cloud models.
- What Vayon AI changes
- A central integration point in front of internal and approved cloud models, with Hybrid Routing and governed failover.
- Relevant capabilities
- Central integration surface · internal + approved cloud models · Hybrid Routing · governed failover · customer-controlled deployment
- Business outcome
- One governed control layer to standardize how organizational AI is routed and operated.
Security & Risk
- The challenge
- AI requests leave through several channels, and it is hard to ensure policy is enforced before a model runs.
- What Vayon AI changes
- Identity, sensitivity classification and policy are evaluated before execution, with safe audit evidence.
- Relevant capabilities
- Identity & authorization · sensitivity classification · context-egress governance · policy before execution · safe audit evidence · internal execution when policy requires it
- Business outcome
- Reduced AI data-egress risk with reviewable, safe decision evidence.
AI & Data Leadership
- The challenge
- Different models suit different tasks, and there is no shared layer to choose models and improve decisions.
- What Vayon AI changes
- Capability-aware routing selects the Best Eligible Fit across an internal and cloud model portfolio, with central visibility.
- Relevant capabilities
- Best Eligible Fit · capability-aware routing · internal + cloud model portfolio · central visibility · governed model rollout within current limits
- Business outcome
- A shared, governed foundation for selecting and improving AI across the organization.
Developers & Platform Teams
- The challenge
- Every system manages its own API keys, provider adapters, policy and failover.
- What Vayon AI changes
- One governed API surface — standards-compatible and native — with Integration Clients and model preference as a hint, never a policy override.
- Relevant capabilities
- One governed API surface · standards-compatible interface · native API · streaming and batch (per implementation) · Integration Clients · model preference as a hint
- Business outcome
- Less per-application plumbing and one consistent, governed way to reach approved models.
Procurement & Finance
- The challenge
- Providers, keys and consumption are scattered, with no shared visibility into AI usage.
- What Vayon AI changes
- Central metering, approved-provider and model controls, and usage visibility that reduce provider-key sprawl.
- Relevant capabilities
- Central metering · approved provider & model controls · usage visibility · reduced provider-key sprawl · foundations for budgeting and governance
- Business outcome
- A clearer, more governed footing for AI spend and provider governance.
Knowledge & Content Management
- The challenge
- Stale or unclear organizational knowledge, unclear ownership, and answers that differ depending on who is asking.
- What Vayon AI changes
- Authorized retrieval from approved knowledge domains, grounded answers with citations, and a governed embedding state you can migrate without re-upload.
- Relevant capabilities
- Knowledge domains · authorized retrieval · source and document access control · citations · abstention · content health · governed embedding migration
- Business outcome
- Employees get grounded, authorized answers from current organizational knowledge — with evidence.
What covers each problem: VAYON Core or an extension
Every solution on this page runs through the same governed gateway. VAYON Core — the Enterprise AI Gateway and AI control plane — covers the governance itself; four optional organization-wide extensions add capabilities around it, each licensed once per customer organization and available on every licensed VAYON server.
- Govern employee AI use — VAYON Core; add Chat & Knowledge for a governed employee chat over organizational knowledge.
- Connect business systems to AI — VAYON Core: the System Gateway, Integration Clients and the governed API.
- Use internal and approved cloud models — VAYON Core: Hybrid Routing across the eligible model set.
- Protect sensitive information — VAYON Core: sensitivity classification, policy and context-egress governance.
- Use organizational knowledge with AI — the Chat & Knowledge extension.
- Deploy governed AI agents — the Agent Platform extension.
- Govern AI coding assistants — the Developer AI Governance extension.
- Discover and govern Shadow AI at the endpoint — the Endpoint AI Governance extension.
Vayon AI Organizational AI Workspace
A governed AI workspace for employees working with organizational knowledge, documents and data — more than chat. Every action runs under the same identity, policy and audit, and chat is one governed surface of the workspace, not the whole product. The workspace is delivered by the Chat & Knowledge extension; the identity, policy and audit beneath it are VAYON Core.
- General conversation and multi-turn work, with private conversation history
- Permission-aware retrieval from approved organizational knowledge, with grounded answers, citations and abstention
- File upload with document Q&A, summarization and key-point extraction
- CSV and spreadsheet tabular analysis
Enterprise knowledge and grounded answers
Authorization runs before retrieval; only authorized domains enter retrieval and answers include safe citations. Organizational knowledge and grounded answers are part of the Chat & Knowledge extension.
A file analyzed and a policy question answered, under governance
Watch one governed session: an employee attaches a spreadsheet and Vayon AI classifies its sensitivity and returns a structured analysis; then a policy question is answered from the organization's own knowledge, with citations back to the source documents. Every step is governed and recorded.
Developer and platform-engineering workflows
Developers integrate once with a governed API and can test how a request is classified before shipping. Integrating applications through the governed API is VAYON Core; the Developer AI Governance extension adds the Developer Portal and coding-assistant governance.
Business-system and API integration
Internal services and business systems call one governed endpoint instead of integrating separately with each provider. This integration surface is part of VAYON Core.
Governance and compliance operations
Governed AI activity becomes safe audit metadata, an evidence timeline and a reviewable readiness posture.
Governed agents and automation
Vayon AI runs agents and workflows under the same identity, policy and routing as every other request, with explicit resource and operation grants, tools, scheduled runs driven by your scheduler, human approvals and audited runs. Agents act only through an enumerated set of built-in, read-only tools; anything that mutates stops for a one-time, fingerprint-bound human approval, so this is a governed runtime rather than an open framework that runs arbitrary code. External agents can also be brought under governance through supported identity and gateway paths. Agent capabilities are delivered by the Agent Platform extension.
Start from the problem you actually have
Every use case on this page runs through the same governed path. Tell us which one is urgent and we will start there.