Insurance policy management includes: interpreting an insurance product model to facilitate collecting supplemental policy-specific data, the insurance product model defining structures of a plurality of derived insurance policies; obtaining the supplemental policy-specific data; and performing an insurance-related action based at least in part on the supplemental policy-specific data.