Audit Trail Requirements for AI Agents in Network Operations
Regulators and telecom operators demand audit trails that standard network logs cannot provide.
Freya Kowalski
NetworkOSS
AI-Native OSS Architecture
AI Agent Permission Models in Network Operations
Agents need distinct identities and scoped access, not broad service accounts.
Lucia Osei
Staff Writer · · 13 min read
MPLS vs SD-WAN for Carrier-Grade Service Providers
Carriers must operate both architectures simultaneously as MPLS revenue collapses.
Amara Rossi
The Feed
Self-Serve Portals for Service Provider Operations
Customers expect self-service portals to work, but fragmented back-end systems make them fail.
Beatrice Petrova
Closed-Loop Network Automation and Service Assurance
Sofia Contreras
Service Activation Testing in Fiber and Carrier Networks
Rafael Rossi
Network Inventory Accuracy and Its Impact on Provisioning
Maya Lindqvist
Dark Fiber vs Lit Fiber for Service Providers
Priya Contreras
Fiber Optic Network Design for FTTH and Carrier Ethernet
Design decisions made early shape what your OSS can automate for years to come.
Simone Ashworth
Logical Network Topology in Service Provider Design
Lena Okafor
OSS as a Strategic Platform vs Back-Office Function
Leila Okafor
AI Governance Frameworks for Telecom Operations
Talia Yamada