What capabilities does a telco need to create a self-healing network?

The most striking thing about a self-healing network is its wide-ranging use of intelligence.  The diagram shows that a telco will need to develop a range of new intelligence capabilities, alongside new data collection techniques and downstream automations.  In recent research on automation, self-healing was identified as one of the last automations to mature in a telco because of its complexity.  Indeed, it is thought to be the area of highest concentration of A3 (AI, automation and analytics) deployments in the telco.