In 2021, the general recognition is that telecom operators must marry operational efficiency and reduced capital expenditure with improved customer experiences, higher revenues, and greater business
and operational resilience. While intelligent automation can be operationalized to support these objectives, it necessitates four knowledge-related change imperatives