This Dynatrace infographic highlights the rising cloud complexity facing telecom organizations. 91% of IT leaders report growing tech stack complexity, using an average of 14 platforms and 11 observability tools. Cloud-native environments, especially Kubernetes, generate overwhelming data volumes—88% say it's beyond human capacity to manage. Tool fragmentation and rising log analysis costs add to the burden. To address this, 79% of telcos have adopted or plan to adopt AIOps, though 98% cite limited value from probabilistic AI models. Telcos are prioritizing unified platforms with mature AI, automation, and analytics to ensure performance and customer satisfaction.

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