Network data quality and authority have been problems for a very long time, and IT organizations can no longer afford to ignore the issue. Enterprise Management Associates (EMA) recommends that CIOs establish a network data architecture team and give it the budget and authority needed to improve the data that IT organizations rely on for day-to-day network operations.
Shamus McGillicuddy
Recent Posts
IT Leaders Must Establish a Network Data Architecture Practice
By Shamus McGillicuddy on Aug 4, 2026, 1:23:14 PM
Network Engineers: Today’s Endangered Species
By Shamus McGillicuddy on May 6, 2026, 1:55:46 PM
The talent pipeline for network engineering and operations teams is running dry. AI might soften the pain of this people shortage, but ultimately it could make things worse.
Many Network Engineers Want DDI Vendors to Add Agentic AI Features
By Shamus McGillicuddy on Mar 30, 2026, 2:36:46 PM
It comes up in many conversations I have with network engineers and architects these days. They want AI-enhanced management tools.
A Path Toward Trusting Agentic NetOps
By Shamus McGillicuddy on Mar 4, 2026, 11:11:58 AM
Network operations teams are increasingly seeking AI tools to improve their ability to build and manage infrastructure. In fact, they now expect AI features and products from their network infrastructure and network management vendors.
EMA at 30: The Value of Consistency
By Shamus McGillicuddy on Jan 16, 2026, 12:40:17 PM
EMA turns 30 this year. We're not the largest analyst firm, and we’re not the loudest. What we have always strived to be is honest, independent, and reliable.
A Banner Year: Highlighting EMA's 2025 Network Infrastructure and Operations Research
By Shamus McGillicuddy on Jan 9, 2026, 8:37:59 AM
The network infrastructure and operations industry is on fire. How do I know? Just look at how busy the Network Infrastructure and Operations practice at Enterprise Management Associates (EMA) was in 2025.
Getting Started with a Network Source of Truth
By Shamus McGillicuddy on Dec 8, 2025, 12:37:46 PM
A growing number of network engineering teams are adopting network source of truth tools. What are they? And how should you go about setting one up? Enterprise Management Associates (EMA) has published new research on this subject that answers these questions. For this research, EMA analysts conducted long-form interviews with 17 network engineers about their approaches to establishing and maintaining a network source of truth.
Avoid These Mistakes When Applying Generative AI to IT Operations
By Shamus McGillicuddy on Sep 12, 2024, 3:15:09 PM
Generative AI hype has permeated the world of IT operations. My latest research found that 96% of IT pros who have evaluated or used generative AI for IT management use cases believe it can make people in their organizations more productive.
NaaS Providers Must Offer Observability of Their Networks
By Shamus McGillicuddy on Aug 12, 2024, 2:04:07 PM
Network as a service (NaaS) is a class of network infrastructure solutions that are delivered via a cloud-consumption model. Often, these networks are managed offerings, where the provider takes ownership of implementation and day-to-day operations. While a NaaS provider is capable of taking over network management for a customer, many IT organizations prefer to maintain some control and ownership of day-to-day operations for a NaaS-based network.
Cisco Live: What's the Signal in the AI Noise?
By Shamus McGillicuddy on Jun 4, 2024, 3:33:33 PM
Cisco Live is happening in Las Vegas this week. It remains one of the biggest annual gatherings of network infrastructure professionals in the world. It is also a venue for Cisco to showcase its latest products and services, and it is a place where Cisco lays out its overall vision to address customer requirements.

