
AI agents are shifting from chatbots and RAG assistants toward an ecosystem that can reason, act, and operate across enterprise workflows. Telecom operators see potential value in customer care, network operations, service delivery, and revenue management, where efficiency and experience pressures are high. Many operators are experimenting with agents that diagnose network issues, resolve billing problems, trigger provisioning flows, and support contact center agents in real time. The challenge is readiness for safe live deployment. As agents begin taking action, they interact with BSS and OSS systems, customer data, and outcomes tied to revenue and compliance, making errors operationally serious. Security must extend with agents rather than rely only on perimeter controls.
"AI agents are now being positioned as an ecosystem that can reason, act, and run across real enterprise workflows. For telecom operators, that shift is both exciting and challenging. Agents promise real impact across customer care, network operations, service delivery, and revenue management. These are exactly the areas where telcos feel the most pressure to improve efficiency and experience. But what also became clear during the event is that while the vision is racing ahead, many organisations are still figuring out how to operationalise agents safely in live environments."
"One message that came through loud and clear at Google Cloud Next was that chatbots and retrieval-augmented generation (RAG) assistants are no longer enough. Enterprises are expected to treat agents as part of everyday operations. In a telecom context, that might mean agents diagnosing network issues, helping resolve customer billing problems, triggering provisioning flows, or supporting contact center agents in real time. These are powerful use cases, and many operators are already experimenting with them."
"But once agents move beyond recommendations and start taking action, things change quickly. They are no longer sitting on the edges. They are touching BSS and OSS systems, interacting with customer data, and influencing outcomes tied to revenue and compliance. At that point, any misstep becomes operationally serious, not just technically inconvenient. That is where many telecom leaders are feeling tension."
#ai-agents #telecom-operations #bssoss-integration #security-and-compliance #customer-care-automation
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