--- title: Is your SD-WAN ready for AI-powered operations? | daily.dev description: AI is fundamentally changing enterprise network traffic patterns, shifting from predictable human-generated flows to dynamic, machine-initiated exchanges. A... canonical: https://daily.dev/posts/is-your-sd-wan-ready-for-ai-powered-operations--lvgz7fp0j twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Is your SD-WAN ready for AI-powered operations? | daily.dev og:description: AI is fundamentally changing enterprise network traffic patterns, shifting from predictable human-generated flows to dynamic, machine-initiated exchanges. A... og:url: https://daily.dev/posts/is-your-sd-wan-ready-for-ai-powered-operations--lvgz7fp0j og:image: https://api.daily.dev/og/posts/lvGZ7fp0j.png og:image:alt: Is your SD-WAN ready for AI-powered operations? og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Is your SD-WAN ready for AI-powered operations? **[Cisco](https://daily.dev/sources/cisco)** · 6 min read · 0 upvotes · 0 comments ## Summary AI is fundamentally changing enterprise network traffic patterns, shifting from predictable human-generated flows to dynamic, machine-initiated exchanges. A 2026 Cisco/Foundry survey of 3,472 IT leaders found a 34% average increase in AI-related campus and branch traffic, yet only 15% of organizations feel their networks are flexible enough to support AI at scale, and 73% expect capacity limits within 24 months. SD-WAN must evolve beyond optimizing human application traffic to handle AI workloads through four key capabilities: AI workload awareness, experience assurance via real-time path steering, integrated security and governance, and operational visibility. Different AI workloads — voice AI, RAG, edge AI, agentic workflows — have distinct performance requirements, and agentic AI in particular can amplify a single request into dozens of machine-to-machine exchanges, making visibility and policy enforcement as critical as raw capacity. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What percentage of IT organizations say their networks can flexibly scale to support AI traffic? Only 15% of organizations say their networks are flexible and adaptable enough to support AI at the required scale. This comes from a 2026 survey of 3,472 IT and networking leaders conducted by Cisco and Foundry, which also found a 34% average increase in AI-related campus and branch traffic and found that 73% expect capacity limits within 24 months. _network teams weighing AI capacity planning can track infrastructure trends like this on daily.dev._ ### What makes AI-generated network traffic different from human-generated traffic? AI-generated traffic is machine-initiated rather than tied to direct human actions, and it can be bursty, distributed, and business-critical even with no person directly involved. A single AI agent request can trigger dozens of downstream machine-to-machine exchanges, such as API calls and data retrievals, unlike the more predictable patterns of people opening apps or joining meetings. _engineers designing for agentic AI workloads can follow network architecture shifts like this on daily.dev._ ## Similar posts on daily.dev - [The impact of AI on wide area network traffic: we need to talk](https://daily.dev/posts/the-impact-of-ai-on-wide-area-network-traffic-we-need-to-talk-gpmnqy1oy) · Cisco · 3 upvotes · 0 comments - [AI-Ready, Simpler, and More Secure WAN: Cisco SD-WAN Innovations](https://daily.dev/posts/ai-ready-simpler-and-more-secure-wan-cisco-sd-wan-innovations-fyyh2j2uf) · Cisco · 0 upvotes · 0 comments - [Networking for AI: Building the foundation for real-time intelligence](https://daily.dev/posts/networking-for-ai-building-the-foundation-for-real-time-intelligence-lcm6pwlfd) · MIT Technology Review · 0 upvotes · 0 comments - [From Bandwidth to Intelligence: How Cisco is Powering AI-Ready Networks](https://daily.dev/posts/from-bandwidth-to-intelligence-how-cisco-is-powering-ai-ready-networks-qz1ofhmrj) · Cisco · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#networking](https://daily.dev/tags/networking), [#cisco](https://daily.dev/tags/cisco) [View this post on daily.dev](https://daily.dev/posts/is-your-sd-wan-ready-for-ai-powered-operations--lvgz7fp0j) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Is your SD-WAN ready for AI-powered operations?","url":"https://daily.dev/posts/is-your-sd-wan-ready-for-ai-powered-operations--lvgz7fp0j","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/is-your-sd-wan-ready-for-ai-powered-operations--lvgz7fp0j"},"datePublished":"2026-08-03T15:04:01.350Z","dateModified":"2026-09-14T06:52:33.525Z","description":"AI is fundamentally changing enterprise network traffic patterns, shifting from predictable human-generated flows to dynamic, machine-initiated exchanges. 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