Smart city operations depend on guaranteed connectivity for critical services, but static network allocation creates costly inefficiency and risk. A custom multi-agent orchestration system automates the dynamic management of RAN resources—spectrum, compute, and radio hardware—across multi-tenant slices. This workflow eliminates manual re-prioritization, ensuring public safety units retain bandwidth during an emergency while traffic systems and public Wi-Fi automatically scale down, directly improving municipal response times and operational resilience.




