As communications service providers (CSPs) accelerate adoption of AI and move toward autonomous networks, the accuracy, structure, and governance of network inventory data has become critical. This Appledore Research report examines why modern inventory is no longer just an OSS function but a foundational requirement for AIdriven automation, agentic decisionmaking, and network digital twins.
The report explains why AI, orchestration, and agentic systems cannot deliver reliable outcomes without a trusted reference for network state, intent, and history, and how inventory provides that reference. Drawing on operator case studies from Lumen and TDC NET, the research demonstrates how modern inventory platforms improve data accuracy, simplify OSS landscapes, and create an AIready foundation for autonomy across the network lifecycle.
For CSP leaders, architects, and vendors, this report provides a practical view of how inventory underpins trustworthy AI, closedloop automation, and the transition to autonomous networks. It argues that autonomy starts not with AI—but with inventory done right.
This white paper is free to read, courtesy of sponsorship by Blue Planet, a division of Ciena.
