AI Entitlements and Feature Gating

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use When

• Mapping plans to AI capabilities: Free → distilled model + 100 generations/day; Pro → flagship + 20k/month + tools; Enterprise → custom + agent + KB.
• Adding a new AI feature and deciding which tiers see it.
• Letting Sales offer per-tenant overrides (one Pro customer gets the agent feature without upgrading) without code changes.
• Enforcing entitlements at the gateway, not in feature code.

Do Not Use When

• The task is the platform-wide entitlement engine itself — that lives in saas-entitlements-and-plan-gating. This skill is the AI-specific contract on top of it.
• The task is metering / billing of AI use — ai-usage-metering-and-billing.
• The task is internal cost control — ai-cost-per-tenant-attribution.

Required Inputs