AEO with PRISM – How we score each of the five pillars

PRISM converts hundreds of simulated buyer queries into five weighted pillar scores and one AEO health score, with every figure traceable to a real AI response. Why one number needs a defensible method A single AEO health score is only useful if the method behind it can be examined. The score in question is the … Read more

Search is no longer being optimised. It is being answered.

The quiet failure no dashboard reports Answer engine optimisation (AEO) is the practice of measuring and improving how AI assistants represent your company in the answers they generate. This piece explains what AEO is, why it matters now, and how to measure it with a framework called PRISM. Key points Buyers now ask AI assistants … Read more

Lean to AI: What Toyota’s Transformation Looks Like Today

The blueprint was never the kanban board Most companies that studied Toyota in the 1980s copied the wrong thing. They saw the kanban boards, the just-in-time inventory, the Andon cord, and they imported the tools. What they missed was the thinking underneath them. Taiichi Ohno did not invent a set of techniques; rather, he invented … Read more

AI Maturity Assessment Explained: Framework, Scoring Model & How to Measure Organisational AI Readiness

Although organisations often define AI maturity in varying ways, few possess a clear understanding of the essential indicators or effective methods for evaluating their progress. In practice, it is a question of organisational capability. Assessing that capability requires more than a checklist. It requires understanding how strategy, value creation, operating models, data, governance, technology, and … Read more

Why Knowing Your AI Starting Point Matters More Than Your End Goal

Most executive teams believe they have a clear view of their organisation’s AI capability. In reality, what they often see is activity—pilots, platforms, headcount—not readiness. This distinction matters more than it appears. Activity is easy to measure and reassuring to report. Readiness is harder to see, harder to quantify, and far more predictive of whether … Read more