# Entitlement Management for AI Products ### Overview Entitlement management is the process of defining and enforcing customers' rights to use software features. As AI capabilities are integrated into software products, entitlement systems play a critical role in controlling access to them. This guide explains the purpose of entitlement management and its role in AI-enabled products. *** ### What Is an Entitlement? An entitlement represents a customer's authorized right to access or use a product capability. Examples include: * access to specific software features * limits on usage quantities * subscription plan permissions * time-based licenses Entitlements may be enforced across multiple environments, including SaaS, on-premise software, and embedded systems. *** ### Why Entitlement Management Is Important for AI AI capabilities often introduce new packaging and pricing complexity. Organizations may need to manage: * premium AI features * usage limits for AI services * feature access by subscription tier * enterprise contract permissions A centralized entitlement system simplifies the management of these capabilities. *** ### Components of an Entitlement System Typical entitlement systems include several components. #### Rights Store A database that stores all customer permissions and license details. #### Runtime Enforcement Applications check entitlement status before enabling features. #### Dynamic Updates Permissions can be updated without redeploying software. #### Usage Integration Usage data can be associated with entitlements to support usage-based pricing. *** ### Benefits of Centralized Entitlement Infrastructure Organizations implementing entitlement systems often gain: * simplified product packaging * improved operational visibility * faster pricing and packaging updates * reduced engineering complexity *** ### Role of the Nalpeiron Growth Platform The Nalpeiron Growth Platform provides entitlement management infrastructure for software vendors. Capabilities include: * centralized entitlement control * integration APIs * usage tracking * flexible licensing support This infrastructure enables companies to control access to AI features across different deployment environments. *** ### Related Documentation * [AI Monetization Guide](/education-and-training/ai-and-usage-education/ai-monetization-guide.md) * [Usage-Based Pricing Guide](/education-and-training/ai-and-usage-education/usage-based-pricing-guide-for-ai-platforms.md) * [AI Development Lifecycle Guide](/education-and-training/ai-and-usage-education/artificial-intelligence-development-life-cycle-aidlc.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.nalpeiron.com/education-and-training/ai-and-usage-education/entitlement-management-for-ai-products.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.