Truck Roll Cost Benchmarks for Fiber Operators: What the Numbers Actually Look Like
Understand the true cost of unnecessary truck rolls and how remote AI diagnostics protect your margins.
AEX is building operational agents for fiber networks, grounded in live network data and real resolution history, with the customer holding the autonomy dial.
~85%
of operators lose a fifth or more of the engineering week to manual diagnostics
~25%
lose more than 60% of that week to the same manual work
50%
picked network troubleshooting as where AI should apply first
A majority of operators polled said they'd allow an agent to diagnose but not to act, and most of the rest wanted human approval before any change. That's the right instinct: a confidently wrong recommendation is a nuisance in a chat window and an outage on a network. So we designed for it rather than around it.
Every OSS/BSS vendor will claim AI this year, and most will ship a chat window over their existing APIs. General-purpose models fail in live networks in specific, predictable ways: they lose critical detail inside long runbooks, they produce different answers to the same question, they hallucinate actions, and they have never seen the long tail of operator, OEM, and firmware combinations where real incidents live.
Our latest whitepaper shows the architecture, the guardrails and the proof required before anyone should trust autonomy on a live fiber network.
Agent AEX handles network troubleshooting. When an issue is detected, it runs a full diagnostic sequence across your network, identifies the root cause and presents a recommended fix for your engineers to approve before anything changes. It works across OEMs, including Calix, Adtran, Nokia and Ciena, so your team works in one workflow whatever hardware is in the ground.
Included for all AEX customers at no extra cost.
The ROI Case for AI-Driven Network Operations breaks down what separates the 18% from everyone else, and what agentic AI returns when it's engineered for a live fiber network.
Understand the true cost of unnecessary truck rolls and how remote AI diagnostics protect your margins.
Read the blog →See how AI automates the triage, diagnosis, and remediation of network issues across every vendor console.
Watch the webinar →Address errors lead to expensive wasted truck rolls in broadband. Learn how automated customer self-scheduling prevents them.
Read the blog →