Karl A L Smith

human knowledge belongs to the world

AI Organisational Design

Knowledge Infrastructure with LLMs

Cracking the Knowledge Problem with LLMs as Knowledge Infrastructure For decades, organisations have struggled with a paradox: they are full of knowledge, yet knowledge rarely flows. Expertise sits in silos, trapped in documents, systems, and people’s heads. Knowledge management initiatives…

AI Organisational Design Evolving from the Customer Agility Framework

Agile World® was the first consultancy to adopt the Customer Agility Framework™, a Creative Commons–licensed model that reorganises companies around real customer journeys, adaptive ways of working, and measurable flow. The Framework was soft-launched on 29 September 2023 through customeragilityframework.com,…

AI Organisational Design is an Evolution

AI Organisational Design is an Evolution from Customer Agility to Safe, Governed LLM Integration. Organisations have spent decades trying to align structure, technology, and ways of working around the people they serve. The early work captured in organisational-design.com and customeragility.com…

What is AI Organisational Design

AI Organisational Design is an evolution upon prior understandings of Customer Agility so that the entire organisation is focused on delivering the best possible experience to the end customers as part of both the requirements process and the organizational design….

AI Organisational Design

AI Organisational Design Redefining How Modern Enterprises Operate AI Organisational Design is a modern approach to structuring enterprises around real-time insight, customer outcomes, and continuous value delivery. It places artificial intelligence at the core of how decisions are made and…