Disclosed are various approaches for initiating workflows with respect to physical resource devices on behalf of a user. A physical identifier can be affixed to a physical resource device. An identifier can be embedded within the physical identifier. A workflow application can initiate workflows upon detecting that a user has scanned or captured the identifier.