Architecting Intelligence: A Long-Term Approach to AI in Telecom with Frank Ploumen

This week on Buffering, Gabe and Zack are joined by Frank Ploumen, SVP of Product Line Leadership at Calix, to unpack a growing risk in today’s AI race: “AI orphans.” As service providers accelerate experimentation, many are deploying isolated AI solutions that deliver short term wins but fail to scale, integrate, or sustain long term value. Frank shares why this pattern is emerging, how it mirrors past technology cycles like IoT, and what it means for the future of telecom.Join Frank, Gabe, and Zack as they explore how providers can move beyond fragmented point solutions toward cohesive, end to end AI strategies. From orchestration and governance to seamless customer experiences and click to buy journeys, this episode breaks down what it takes to design AI that actually drives business outcomes and avoids becoming tomorrow’s technical debt.