AI readiness assessment – frequently asked questions

Three glowing wireframe speech bubbles containing question marks on a dark blue background.

Across this series, we argued for a particular way of measuring AI readiness: evidence over enthusiasm, scores delivered as starting points, progress tracked as a trend rather than filed as an event, interviews built with the discipline of hiring science, and a rubric its own makers sit first. Arguments that long invite questions, and the … Read more

Why we interview like Amazon hires: the method behind a readiness score you can trust

Laptop showing a group video call during an AI readiness assessment interview with several leaders on screen.

The interviewer asks about data governance, and the answer arrives instantly, polished by a dozen board meetings. “We take governance extremely seriously. It is a top-three priority this year. The interviewer nods, writes nothing, and asks a smaller question. “Tell me about the last time a data problem stopped an AI project. What happened next?” … Read more

A score is a starting point: why readiness is measured as a trend, not an event

Executives around a boardroom table during a results meeting, viewed through a glass wall.

The leadership team commissioned the AI readiness assessment eight weeks ago. Today is the readout. Twenty minutes in, the operating-model pillar comes up amber, and the COO wants it noted that the reorganisation lands next quarter. Two seats down, someone is already typing an email disputing the findings. Nobody has yet asked what amber means. … Read more

The AI readiness optimism gap: why organisations score themselves higher than reality

An empty leather chair beside a boardroom table, with a meeting in progress out of focus behind it.

Forty minutes into the quarterly review, everything is going beautifully. Slide fourteen declares the company “AI-ready”. Three pilots live, one tool rolled out, a roadmap that colours in all of next year. Then a board member looks up from her notes. “Which of these has produced a measured outcome?” The slide does not change. The … Read more

The marketing copy review gate that AI makes stronger

AI for marketing copy evaluation

The honest version of the AI marketing story includes the edits. When Aicadium built SPECTRUM, our AI campaign engine, the output did not arrive publication-perfect. It arrived at seven or eight out of ten, reliably and fast. The design question that mattered was where humans should intervene. Our answer did not replace the review gate … Read more