What are the challenges in deploying self-healing networks?

One primary challenge businesses face when implementing self-healing network systems is ensuring seamless integration with existing network infrastructure. This involves compatibility issues, potential disruptions during implementation, and the need for thorough testing to minimize downtime and ensure optimal performance. Additionally, businesses may encounter difficulties in configuring and fine-tuning self-healing algorithms to accurately detect and address network issues without causing unnecessary interventions or false positives. Balancing automation with manual oversight and control is also a key challenge to prevent over-reliance on self-healing mechanisms which may not always yield the desired outcomes.