Why Your AI Adoption Scorecard Is A False Proxy

If your AI adoption scorecard rewards tool usage over decision quality, you are repeating a familiar mistake. Here I examine why adoption metrics are a false proxy. In this episode we cover: Why AI adoption scorecards measure...

If hiring systems apply hidden filters, decision quality weakens and outcomes become indefensible. Here I explain how unseen rules shape results. In this episode we cover: How hidden filters shape candidate selection outcomes...

If your inclusion calendar is full but nothing is measurably improving, here I break down why activity is not strategy. In this episode we cover: Why measuring outputs never proves strategic progress How superficial problems ...

If inclusion decisions rely on anecdotes, weak claims shape strategy. Here I explain how to convert workplace stories into testable evidence. In this episode we cover: • How anecdotes become testable inclusion hypotheses • Wh...

If diversity is framed as morality not strategy, credibility weakens under pressure. Here I break down why rhetoric fails organisations. In this episode we cover: How platitudes weaken strategic positioning Why moral argument...

If inclusion work feels discretionary, it's liable to get cut, here I break down how to avoid this happening to you. In this episode we cover: • How discretionary work becomes budget risk • Why activity without outcomes invit...