Network operators are embedding AI into management software to automate routine maintenance. These tools target AIOps to reduce manual troubleshooting and predict outages before they occur. However, integration remains slow due to legacy infrastructure. Practitioners must now balance these automated efficiencies against the risks of opaque, black-box decision making in critical infrastructure.