In modern telecom, profitability is no longer driven solely by subscriber growth. Operational intelligence plays an equally critical role. 5G-Advanced introduces cost variables that change dynamically—energy, compute, and orchestration overhead. TelcoEdge demonstrates how AI-powered insights transform raw telemetry into actionable financial intelligence. By identifying inefficiencies early, operators can protect margins while expanding capabilities. In the age of intelligent networks, Opex intelligence is as valuable as spectrum.