Abstract: Embodiments are directed to managing interactions for scheduling resources. Resources unassigned to one or more open appointments may be determined. Determining whether one or more qualified clients that may be one or more dependent clients based on one or more selection models. If qualified clients may be dependents, guardians may be determined for each dependent based on an association of the guardians with the dependent clients. An open appointment may be reserved by a guardian on behalf of a dependent client associated with the guardian based on the guardian accepting an invitation to the open appointment.