Ripple Effects: The Framework for Tracing What Comes After the Obvious
Most organisations respond well to the first wave of any change. It is the third wave, the one they did not see coming, that reshapes everything.
Most organisations respond well to the first wave of any change. It is the third wave, the one they did not see coming, that reshapes everything.
Most organisations are approaching AI adoption backwards, automating first and asking the strategic question later. The HUMAND framework is the tool for asking it right.
In 2016 in Perth I said it was never humans versus machines. Ten years later, the machines arrived on schedule. The human wisdom layer did not. This is what I heard in a Brisbane boardroom last week, and why the gap between the machine curve and the wisdom curve is where AI ROI goes to die.
85% of leaders say their organisation is prepared for disruption. Fewer than half have plans beyond 12 months. That gap between confidence and actual preparedness is the real strategic problem — and it has a specific structure.
AI isn’t just automating entry-level tasks. It’s removing the developmental years that built professional judgment. The pipeline doesn’t just thin at entry — it thins at every point downstream. Here’s what’s actually at stake and what organisations can do about it.
The data says people aren’t leaving social media because they’re damaged. They’re leaving because the substitutes reached a point of sufficiency. That’s a different problem, requiring a different response.