I gateway standardizzano l'accesso ai modelli e i guardrail sulle richieste. I governance control plane governano le decisioni di workflow con approvazioni ed evidenze esportabili e verificabili.
Per i team di piattaforma ML che devono scegliere tra un livello gateway/proxy e un livello di governance (o entrambi) per workflow regolamentati.
Ultimo aggiornamento: 17 dic 2025 · Versione v1.0 · Non costituisce consulenza legale.
Risposta breve
An AI gateway mediates configured model, API, or tool traffic. An AI agent control plane manages the identity, policy, and decision path around governed actions. An AI governance platform records ownership, risk, controls, and lifecycle evidence. Regulated teams commonly combine these layers and test whether each consequential action can actually be stopped on its path to the business system.
The term has no single industry-standard product boundary. Operationally, it is the layer that centrally manages identities, policies, decisioning, approvals, and evidence around agent actions. Its value depends on whether the affected action is actually required to pass through an enforcement point.
No. A gateway is usually a traffic-mediation layer for configured requests. It can enforce policies on traffic routed through it. A control plane manages the rules and decision path around governed actions. A deployment can use one product for both roles, but the request path and failure behavior still need to be tested separately.
It depends on the estate. Native cloud or model-provider controls can be sufficient for a bounded workload when they cover the relevant paths, identities, decisions, and evidence. An independent layer becomes more useful when teams need consistent controls across multiple providers, agent frameworks, or business systems, or need a separately operated evidence path.
Test the side effect directly: try the direct and alternate paths, take the policy service offline, alter parameters after approval, retry the request, and inspect the evidence record. A policy document or a dashboard alone does not establish that the business action was gated.
