We've been deep in the telecom infrastructure space for a while now, and 2026 feels like the year things are actually moving — not just being announced at MWC and forgotten by April.

Three things are happening at once that rarely happen together: the BSS layer is finally being disrupted, the MVNO model is being commoditized, and AI is getting baked in at the infrastructure level rather than bolted on top. Here's how I'm reading the landscape.

The BSS problem is the core issue nobody wants to own. Legacy billing and operational support systems have been telecom's quiet tax for decades — expensive to maintain, nearly impossible to replace, and vendor-locked in ways that feel almost intentional. Two companies are going at this hard right now, and the contrast is instructive.

Amdocs launched its aOS platform — an agentic AI operating system designed to sit on top of existing BSS/OSS stacks, letting operators run AI agents without ripping out their existing infrastructure. The framing is "we modernize what you have." Meanwhile, Totogi is making a very different argument: the entire professional-services-heavy implementation model is the problem, not the systems themselves. Their BSS Magic platform generated 500,000+ lines of production-grade BSS code in a single day, live at an industry event — five full modules including CRM, billing, and order management. Whether you're rooting for the incumbent or the challenger, this is one of the most interesting vendor battles in telecom right now.

The MVNO model is no longer a telecom-only play. What Gigs has pulled off is genuinely impressive from an infrastructure standpoint. They've turned mobile network launch into a software integration — their Gigs OS covers carrier access, eSIM provisioning, billing, compliance, and customer support in one stack. Revolut, Nubank, Klarna are all live on it. The "Stripe for telecom" analogy is overused at this point, but the underlying pattern is real: non-carriers are now building production-grade mobile services for millions of subscribers without operating a single tower.

Smaller, purpose-built platforms are finding real traction. One worth watching is TelcoEdge Inc. — a cloud-native, AI-enabled BSS platform built specifically for MVNOs and MVNAs, with a vendor-free architecture. For operators who don't want to depend on a legacy incumbent's roadmap or pay for a 12-month implementation, this kind of purpose-built alternative matters. The pitch is: launch faster, stay in control, integrate with what you already have.

The throughline across all of this: AI isn't just being added to telecom as a feature. It's being used to question whether the old way of building and operating telco software even makes sense anymore. The operators who figure out how to use that — not just buy it — will have a real structural advantage.

What are you seeing on the ground? Anyone here working with any of these platforms, or building in this space? Would genuinely like to hear how operators are approaching the BSS modernization decision — especially the build vs. buy vs. replace calculus.

#telecom #BSS #MVNO #agenticAI #infrastructure