Rethinking Edge Strategy for the AI Era

This IDC Market Perspective analyzes how the edge conversation is shifting from caching and acceleration to an integrated operating model where delivery, application protection, edge compute, and observability share policy, telemetry, and routing logic. Organizations are managing digital services across more regions, providers, and clouds while delivery, security, compute, and observability remain fragmented across separate tools and teams. The CDN-only model no longer addresses the full scope of edge requirements, particularly as AI-enabled services, real-time APIs, and data sovereignty mandates raise the bar on what the edge must carry, protect, and process."The edge is moving closer to the center of digital operations. For some organizations, the business case remains defensive, centered on resilience, security, compliance, and cost control. For others, it is moving toward offense, where the edge becomes a way to support AI-enabled experiences, richer media, faster application response, and new customer interaction models. Treating this as a CDN problem misses where the edge now sits in the digital business," said Nikhil Batra, senior research director, telecom, IDC Asia/Pacific. "Organizations that treat these as one set of decisions, rather than stitching them together after the fact, will be better positioned for both resilience and growth."