Featured Insights and Perspectives

Only 5% of AI programs produce measurable value. The 60% majority deployed the tools and are producing nothing…

Three structural failures from Australia's $565M Robodebt scheme — no feedback loop, institutional silos, and automating rules that…

The pilot-not-product pattern in enterprise AI is generated by the Plan-Build-Run operating model. One question changes what a…

Conway's Law says systems mirror the org chart that built them. For AI, that means the org design…

Gartner says 85% of organisations have declared product-centric delivery. Most have changed the language, not the model. Three…

Who owns AI in the C-suite? Not one executive but four - CIO, CDO, CFO and business heads…

Creating an AI architect role compensates for an operating model gap. The role absorbs the symptoms but the…

From 15 December 2026, every in-scope APS AI use case must pass a formal DTA Impact Assessment. The…

AI adoption stalls on unchanged workflows, incentives and trust conditions — not the technology. What executives must redesign…

When an AI program has not delivered, the reflex diagnosis stops at implementation. The load-bearing question sits one…

The bottleneck in AI delivery has shifted from building fast enough to validating what AI produces at AI…

Most AI governance frameworks are designed for a domain they are not in. The accountability structure that actually…