Gerry McHugh
Tim Follett in The AI Journal
Our founder and CEO Tim Follett has written for The AI Journal on why AI investment is failing to deliver — and what organisations need to put in place before it can.
The numbers are stark. Despite US enterprises spending $35-40 billion on generative AI over two years, 95% report zero measurable P&L impact. Tim’s argument is that this isn’t a technology problem. It’s a structure problem. AI can only reason about the information it is given. When the underlying relationships, dependencies and obligations aren’t mapped — when context is fragmented across documents, systems and people — AI accelerates confusion rather than resolving it.
“You cannot reason safely over ambiguity. If you want AI to help you make better decisions, not just faster ones, you have to give it structure first.”
It’s a clear-eyed piece on why structural intelligence isn’t an enhancement to AI strategy. It’s the foundation of it.
Read the full piece in The AI Journal →




