Enforce AI entitlements using Marketplace commerce signals

Discover how to enforce entitlements in AI apps and agents using Microsoft Marketplace commerce signals. This Marketplace Community article explains why purchase and subscription data must be integrated at runtime to ensure customers only access what they’ve paid for.

As AI apps and agents dynamically invoke tools, expose capabilities, and operate without constant user input, static enforcement approaches fall short. Translating Marketplace signals into deterministic runtime behavior—across SaaS, containers, virtual machines, and managed applications—ensures access is controlled, auditable, and aligned with subscription state.

Learn how to design entitlement enforcement that remains consistent through plan changes, scaling workloads, and real‑time agent decisions.
Read more: Integrate Marketplace commerce signals to enforce entitlements in AI apps