Various examples are described for defining automations for client devices enrolled with a management service. A computing environment can cause one or more user interfaces to be shown in a display of an administrator device that include at least one field for receiving a conditional statement to generate an automation associated with client devices enrolled with the management service. The computing environment can validate the conditional statement based on validation criteria and, in an instance in which the conditional statement has been validated, generate the automation based on the conditional statement, the automation causing the computing environment to perform a predetermined action automatically when the conditional statement is satisfied.