Artificial Intelligence (AI) refers to the capability of machines to perform tasks that typically require human intelligence, such as learning, reasoning, and problem-solving. In an organisational context, AI enhances decision-making processes by providing data-driven insights, automating repetitive tasks, and fostering innovation. This capability is crucial for Agile, DevOps, and modern product development, as it allows teams to respond swiftly to changing market demands and customer needs.
AI enables teams to deliver value predictably and sustainably by streamlining workflows, optimising resource allocation, and improving the accuracy of forecasts. By integrating AI into their practices, organisations can enhance their ability to innovate, reduce lead times, and increase overall efficiency. This systemic approach not only supports immediate project goals but also cultivates a culture of continuous improvement and learning.
The long-term benefits of AI include the ability to adapt to complex environments and make informed decisions based on real-time data analysis. This empowers teams to focus on high-value activities, ultimately leading to better products and services that meet customer expectations. AI’s role in fostering collaboration and enhancing team performance is vital, as it aligns with the principles of Agile and Lean methodologies, driving organisations towards greater agility and resilience in an ever-evolving landscape.
The strongest work on Artificial Intelligence — ranked by substance, not recency. How this is ranked
AI Agents Lie About Being Done
My agent reported every task complete when half the tests were missing. Call that a lie if you like. The engineering problem is that the …
How My Father's Business Reverted to the Mean
My father died eight years ago today. In 1980 a leadership team's golf retreat left him holding a ten-year lease on a Glasgow shopfront, so …
Human and AI Agency in Adaptive Systems: Strategy Before Optimisation
Explores the distinct roles of human and AI agency in adaptive systems, emphasising human-led strategy and accountability versus AI-driven …
Who Owns the Code?
AI-generated code and copyright. Why "who typed it" is the wrong test, where the real legal uncertainty sits for agentic development, and …
How I Used Generative AI to Transform Site Tagging and Categories
Explains how generative AI and PowerShell scripts automate and improve blog post tagging and categorisation in Hugo, with human oversight …
Leveraging AI Embeddings for Related Content Classification
Explores using AI embeddings and cosine similarity to improve related content recommendations in Hugo, enhancing semantic relevance, user …
Robots and AI Are Not Taking Our Jobs They Are Giving Us Our Dignity Back
Explores how robots and AI automate repetitive work, challenging outdated job structures and enabling humans to focus on creativity, …
Agentic Agility: Why You Need Both Human and AI Agency
Explore how combining human decision-making with AI-driven automation boosts team accountability, agility, and measurable value in modern …
AI won’t replace humans
Explores how AI automates repetitive tasks, enabling humans to focus on creative, strategic, and empathetic work, and challenges fears about …
AI Agents Lie About Being Done
My agent reported every task complete when half the tests were missing. Call that a lie if you like. The engineering problem is that the …
How My Father's Business Reverted to the Mean
My father died eight years ago today. In 1980 a leadership team's golf retreat left him holding a ten-year lease on a Glasgow shopfront, so …
Human and AI Agency in Adaptive Systems: Strategy Before Optimisation
Explores the distinct roles of human and AI agency in adaptive systems, emphasising human-led strategy and accountability versus AI-driven …
Who Owns the Code?
AI-generated code and copyright. Why "who typed it" is the wrong test, where the real legal uncertainty sits for agentic development, and …
Robots and AI Are Not Taking Our Jobs They Are Giving Us Our Dignity Back
Explores how robots and AI automate repetitive work, challenging outdated job structures and enabling humans to focus on creativity, …
How AI is Revolutionising Our Work: Embrace the Future of Productivity and Creativity
Explores how AI boosts workplace productivity and creativity by automating tasks, aiding idea generation, and empowering professionals to …
How I Used Generative AI to Transform Site Tagging and Categories
Explains how generative AI and PowerShell scripts automate and improve blog post tagging and categorisation in Hugo, with human oversight …
Leveraging AI Embeddings for Related Content Classification
Explores using AI embeddings and cosine similarity to improve related content recommendations in Hugo, enhancing semantic relevance, user …
AI Adoption Guide - Engineer Your System of Work That AI Reveals
NKD Agility's problem-first guide to AI adoption, built on the Kendall Framework and written from engineering - start with a validated …
11 resources, newest first
AI Agents Lie About Being Done
My agent reported every task complete when half the tests were missing. Call that a lie if you like. The engineering problem is that the …
Who Owns the Code?
AI-generated code and copyright. Why "who typed it" is the wrong test, where the real legal uncertainty sits for agentic development, and …
How My Father's Business Reverted to the Mean
My father died eight years ago today. In 1980 a leadership team's golf retreat left him holding a ten-year lease on a Glasgow shopfront, so …
AI Adoption Guide - Engineer Your System of Work That AI Reveals
NKD Agility's problem-first guide to AI adoption, built on the Kendall Framework and written from engineering - start with a validated …
Human and AI Agency in Adaptive Systems: Strategy Before Optimisation
Explores the distinct roles of human and AI agency in adaptive systems, emphasising human-led strategy and accountability versus AI-driven …
Leveraging AI Embeddings for Related Content Classification
Explores using AI embeddings and cosine similarity to improve related content recommendations in Hugo, enhancing semantic relevance, user …
AI won’t replace humans
Explores how AI automates repetitive tasks, enabling humans to focus on creative, strategic, and empathetic work, and challenges fears about …
Robots and AI Are Not Taking Our Jobs They Are Giving Us Our Dignity Back
Explores how robots and AI automate repetitive work, challenging outdated job structures and enabling humans to focus on creativity, …
How I Used Generative AI to Transform Site Tagging and Categories
Explains how generative AI and PowerShell scripts automate and improve blog post tagging and categorisation in Hugo, with human oversight …
Agentic Agility: Why You Need Both Human and AI Agency
Explore how combining human decision-making with AI-driven automation boosts team accountability, agility, and measurable value in modern …
How AI is Revolutionising Our Work: Embrace the Future of Productivity and Creativity
Explores how AI boosts workplace productivity and creativity by automating tasks, aiding idea generation, and empowering professionals to …