AI Is Exposing Bad Network Decisions

Most enterprise networks weren’t designed for what they’re carrying today. The problem isn’t traffic—it’s the decisions underneath it.Those decisions weren’t made for today’s reality. They were made years ago—then inherited, layered on, and never fully revisited. Over time, that turns into performance issues, rising costs, and risk that only shows up when something breaks. In this episode of Signed, Max Clark sits down with Scott Nicols (Chief Commercial Officer at Aurelion) to break down how those decisions actually get made and where they go wrong. They unpack why SD-WAN often masks deeper architectural problems, how cloud and AI are exposing weak infrastructure choices, and why delivery and support—not price—ultimately determine whether a decision succeeds or fails.If you’ve inherited your network or you’re about to make a major infrastructure decision—this is the conversation to hear before you sign.WHAT WE GET INTO00:28 — Why Most Tech Decisions Go Unquestioned02:00 — You’re Buying Tech Without Fully Understanding It04:53 — The Old Decisions Still Driving Your Network07:10 — Why Enterprises Stay Stuck (Even When It’s Wrong)08:55 — SD-WAN Isn’t the Fix — It’s the Warning Sign15:00 — Where Network Problems Actually Start17:40 — AI Isn’t Strategy — It Just Increases Demand20:00 — The Talent Gap Behind Bad Decisions24:30 — Why Network Planning Breaks at Scale28:00 — You Never Catch Up on Capacity31:00 — Why Infrastructure Is Moving Away from Major Markets36:30 — Cloud Isn’t Cheaper — So Why Are You Paying More?39:30 — The 300x Cost Problem Most Teams Miss42:00 — Network as a Service: Helpful or Just Repackaged?46:30 — Why Providers Lose Focus (And You Pay for It)50:00 — Security Isn’t Optional Anymore (DDoS Reality)1:14:30 — What Actually Differentiates a Network Provider1:25:00 — Self-Service Sounds Good… Until It Breaks1:33:00 — What Actually Matters When You’re Buying NetworkWHAT WE MENTIONEDAurelion (global IP transit and backbone provider)SD-WAN architecture and deployment modelsCloud egress cost structuresAI-driven network traffic growthABOUT SCOTT NICHOLSScott Nichols is the Chief Commercial Officer at Arelion, one of the world’s largest global IP transit and backbone providers. He works directly with enterprise customers on network strategy, performance, and large-scale infrastructure decisions.LinkedIn: https://www.linkedin.com/in/scott-nichols-53b14440Company: https://se.linkedin.com/company/arelionABOUT THE SHOWSigned is the podcast for buyers in a market built for sellers.Host Max Clark, CEO of ITBroker.com, sits down with CIOs, CFOs, operators, and founders who’ve lived inside real enterprise tech deals.New episodes weekly at itbroker.com/podcast.If you’re in the middle of a real tech decision and want someone in your corner, book an intro call at itbroker.com.Buy tech without regret.Follow: @itbrokerdotcom