The AI Governance Gap in Digital Transformation
AI programmes are often adopted tactically, without enough governance for supplier risk, data exposure, quality, workforce impact, or board accountability.
Articles
Artificial Intelligence
Artificial Intelligence (AI) is a rapidly evolving field of computer science focused on creating systems and algorithms capable of performing tasks that would otherwise require human intelligence. This includes understanding language, recognising patterns, or making complex decisions. In the context of web development, AI can enhance user experiences through personalised content recommendations, conversational chatbots, and intelligent data analytics.
Below you will find a subset of articles from my blog specifically about Artificial Intelligence. This is an area I have worked with for many years, and it has been a regular subject in my writing. There are twenty‑seven articles collected together for you below.
The AI Governance Gap in Digital Transformation. 
Why AI Makes Senior Engineers More Important, Not Less. Why AI Makes Senior Engineers More Important, Not Less
As AI reduces friction in implementation, the value of architecture, review, domain judgement, mentoring, and failure analysis rises rather than falls.
The Automation Tax No One Measures. The Automation Tax No One Measures
Automation can save labour, but it also creates monitoring, exception handling, vendor, governance, and security costs that many business cases ignore.
Google's Search Monopoly Was Built on a Deal. AI is Rewriting It. Google's Search Monopoly Was Built on a Deal. AI is Rewriting It
Google's old exchange was simple: crawl the web and send traffic back. AI search weakens that bargain by answering more journeys before the click.
AI and the Collapse of Organisational Memory. AI and the Collapse of Organisational Memory
AI knowledge retrieval can weaken organisational memory when summaries hide context, dissent, incident history, product reasoning, and uncertainty.
The Hidden Cost of Replacing Juniors with AI. The Hidden Cost of Replacing Juniors with AI
The Web Just Invented a Toll Booth for AI. The Web Just Invented a Toll Booth for AI
Cloudflare Pay Per Crawl, AWS WAF AI Traffic Monetization and AI crawlers show crawler access becoming commercial infrastructure, not just bot control.
AGI vs. AI vs. ASI: What Actually Changes? AGI vs. AI vs. ASI: What Actually Changes?
A practical explanation of AI, AGI and ASI for engineering and product teams, covering capability, autonomy, risk, governance, and real‑world impact.
The Great AI Content Collapse: Why Cheap Content Makes Real Expertise More Valuable. The Great AI Content Collapse: Why Cheap Content Makes Real Expertise More Valuable
The AI content collapse makes cheap publishing less valuable, shifting durable content strategy towards proof, authorship, structure, trust, and expertise.
The AI Middle Manager Problem. The AI Middle Manager Problem
AI can automate management reporting, but this article separates status theatre from judgement, coaching, accountability, and real prioritisation.
Technical GEO for Websites: Entities, Structured Data, and Crawl Paths. Technical GEO for Websites: Entities, Structured Data, and Crawl Paths
Technical GEO for websites, covering indexing, renderability, entity clarity, structured data, and crawl paths without inventing an AI‑only markup layer.
How Service Pages Become Answerable in AI Search. How Service Pages Become Answerable in AI Search
How service pages become easier for AI search to retrieve and summarise through clear problems, visible proof, internal links, schema, and answers.
AI is Making Technical Debt Cheaper to Create. AI is Making Technical Debt Cheaper to Create
AI coding tools make code faster to produce, but technical debt still needs review, ownership, tests, documentation, and senior engineering judgement.
The AI Productivity Mirage: When More Output Does Not Mean More Value. The AI Productivity Mirage: When More Output Does Not Mean More Value
AI can inflate output without improving outcomes. This article explains why weak metrics, faster generation, and shallow review create a productivity mirage.
AI Will Be Ok If We Stop Treating It Like Magic. AI Will Be Ok If We Stop Treating It Like Magic
AI will be OK if teams treat it as real technology, not magic, with adoption shaped by judgement, skills, governance, shared access, and careful autonomy.
What is Artificial Superintelligence (ASI)? What is Artificial Superintelligence (ASI)?
Artificial superintelligence means AI that broadly outperforms humans, not just a better chatbot. What ASI means, why it matters, and what remains uncertain.
What AEO is, and How It Fits with SEO and GEO. What AEO is, and How It Fits with SEO and GEO
AEO explained alongside SEO and GEO, covering answer engines, featured snippets, AI answers, content structure, measurement, and practical workflow.
The AI Layoff Trap: When Local Efficiency Becomes Systemic Fragility. The AI Layoff Trap: When Local Efficiency Becomes Systemic Fragility
AI automation improves productivity, but unmanaged labour displacement risks weaker demand, brittle organisations, concentrated gains, and a race to the bottom.