Gen AI isn’t magic — But it still holds real promise for telecom

Generative AI will not rescue telecom operators from their problems, but it can help if they get the basics right. Frost & Sullivan Senior Industry Analyst Soumyadeep Roy Chowdhury warns that many carriers still underestimate how broadly gen AI can support their operations. The real gains sit in practical areas: faster network troubleshooting, better fraud detection, and more accurate predictive automation.

Those benefits only show up when operators do the groundwork. Gen AI needs clean data, consistent formats, and systems that actually talk to each other. Without that, models amplify existing confusion instead of solving it. With it, gen AI becomes a foundational tool that slots into existing workflows, tightening up processes rather than trying to replace them.