Disclosed are various examples of unified application management for heterogeneous application delivery. Application metadata for various applications can be received from management services and can be analyzed according to application unification rules to identify multiple application variants of a particular application. A unified application can be generated to represent the multiple application variants that are identified. Application entitlements can be defined for the unified application model, and the management services can provide access to the particular application according to the entitlements.