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.
In case you missed them, you can find the following How do YOU CM2? posts in the 44th edition of the Future of CM newsletter:
🚫 Stop Calling Product Changes: “Engineering Changes”!
🤫Impact Analysis: The Secret Ingredient No One Wants To Do!
🚀CM2 Baseline: how to make Impact Analysis easy!
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 the previous edition of How Do YOU CM2?, we talked about Impact Analysis and why it… Read More »CM2 Baseline: how to make Impact Analysis easy!
Rob Ferrone’s and Oleg Shilovitsky’s LinkedIn bromance 😉 has resulted in an interesting post by Oleg: How to Build PLM Applications We Love Using AI. His premise (my interpretation) is to build Minimum Loveable PLM applications as small applications supported by AI that fulfill a specific purpose using data from a shared data platform. No MVPs, but MLPs! Around the same time, Michael Finocchario published The Agentic AI Revolution: Reimagining PLM as… Read More »How the CM Baseline and Agentic AI enables the future of Enterprise applications.
The article critiques traditional change management methods, emphasizing the advantages of collaborative workspaces over classic file check-in/check-out systems. It discusses challenges such as data consistency, real-time collaboration, and workflow traceability while advocating for flexible data models and robust integration. Successful implementation requires a supportive mindset and proper tools.
Configuration Management relies on baselines, which are approved snapshots of configuration at specific times. They ensure control over changes, provide traceability, and maintain product integrity. Without baselines, organizations face inconsistencies and delays. The CM2 Baseline updates with each dataset release, enhancing visibility and accountability in managing configurations.
The article discusses the importance of incorporating Software Bills of Material (BoM) in product configuration management. It highlights the differences between third-party and in-house developed software, emphasizing the need to manage software licenses, dependencies, and options effectively to prevent deployment issues. Proper management is crucial for ensuring product functionality and compliance.
This article discusses enhancing the CM Baseline’s knowledge graph by integrating product and event data, creating a comprehensive ‘product 360.’ It emphasizes the significance of Event Knowledge Graphs to uncover insights overlooked by traditional analysis. By modeling relationships between events and states, it proposes improved predictive capabilities and behavior understanding in product development.
OpenAI’s release of GPT-4 enhances Large Language Models (LLMs) capabilities for impact analysis in configuration management. By leveraging LLMs, knowledge graphs can be utilized to reveal implicit relationships and support decision-making during changes. Upcoming tools, like NeoChat, hint at significant advancements in data exploration for engineers and managers.
The first The Future of CM newsletter of 2023 discusses the Circle of Competence, highlighting its importance in decision-making and change assessment in Configuration Management. It emphasizes the need for knowledgeable individuals during impact analysis, while addressing the Dunning-Kruger Effect, which leads to overestimation of one’s expertise. The CM Baseline aids in identifying relevant competencies and managing personnel changes effectively.