This workflow directly targets the 20-40% of network OPEX consumed by energy. It automates the manual, reactive tuning of cell site power states—a bottleneck that leaves savings unrealized during low-traffic periods. By deploying coordinating agents that ingest live traffic, weather, grid carbon intensity, and hardware telemetry, the system makes continuous trade-off decisions between energy draw and SLA compliance. Savings accrue from reduced electricity bills, lower carbon taxes, and deferred capital on grid upgrades, while integration with OSS/BSS ensures changes are logged and reversible.




