A proactive approach could bring several advantages in network operations to meet the increasingly strict requirements (e.g., in terms of latency, reliability) of emerging applications (e.g., XR-VR, xURLLC). This paper describes a flexible forecasting platform that provides estimates of the performance parameters involved in the Zero Touch Networking closed loop and Digital Twin. The advantages of using parameter estimation within the closed loop in reducing performance violations are also shown.