This article discusses the integration of AI in configuration management, highlighting the governance gaps between probabilistic AI outputs and established deterministic standards. While AI-driven tools improve efficiency and data accuracy, concerns arise about the erosion of human expertise and the need for frameworks to validate AI-generated analyses, especially in regulated industries.
The article discusses the challenges of presenting Configuration Management (CM) to executive boards, emphasizing the need to shift the narrative from technical details to business outcomes such as predictable revenue, risk mitigation, and product confidence. It highlights the high costs of bad data and offers strategies to reframe CM as a strategic asset that supports leadership objectives, ultimately enabling business growth and trust.
This article discusses the role of maturity models in organizational improvement, particularly in configuration management. While they can provide structure, they often become distractions if misused. Organizations should focus on addressing specific problems instead of chasing higher maturity levels. Effective governance and senior leadership are essential for achieving genuine improvements.
In case you missed them, you can find the following How do YOU CM2? posts in the 54th edition of the Future of CM newsletter:
⏰ Just-In-Time Document Release
❌ What Prevents Us From Just-In-Time Document Release?
🦥 “Configuration Management slows us down!”
In the 53rd edition of the Future of CM Newsletter, I continue my collaboration with IpX – Institute for Process Excellence in our “How Do You CM2?” series.
This time, an article dear to my heart: the integration between CAD models and Parts. What do you think is the right strategy?
In case you missed them, you can find the following How do YOU CM2? posts in the 52nd edition of the Future of CM newsletter:
❌ A Configuration Manager is not…
👫 Creativity & Discipline are Best Friends
🎄 A CM2 Christmas Carol: The Ghosts of Configuration Management
Have you ever read a Configuration Manager job description and thought, “That sounds so calm and structured. What must it be like to work in a place like that?”
If you’re smiling already, you know.
In this article, part of the How Do YOU CM2? series with the IpX – Institute for Process Excellence, I will explore what a real-world Configuration Manager’s job actually involves, including all the roles we play.
In case you missed them, you can find the following How do YOU CM2? posts in the 50th edition🥳 of the Future of CM newsletter:
🧑🚒 When ‘Saving the Day’ Becomes the Problem.
🐺 Why does Configuration Management have such a bad reputation?
😵💫 Are you planning on hallucinating your next product?
The post recounts a presentation from the LightX conference, illustrating the importance of Configuration Management (CM) through a personal story involving a school assignment. It highlights how CM, specifically CM2, can prevent miscommunication and inefficiencies in organizations by aligning products, processes, and people, ultimately improving trust and workflow.
This article is part of the How Do YOU CM2? blog series in collaboration with the Institute for Process Excellence (IpX). Although I receive compensation for writing this series, I stand behind its content. I will continue to create and publish high-quality articles that I can fully endorse. Enjoy this new series, and please share your thoughts! In case you missed them, you can find the following How do YOU CM2? posts in the… Read More »How Do YOU CM2? – Part 4