SHU is the Real Deal
Two Brothers. One Impossible Choice.
Every prompt, every strategy, every document you feed most AI — it stays. It trains. It becomes part of a model you don't own and can't audit. That's not a bug. It's the business model.
Scotch McClure was building a biotech company on decades of original drug science. He read what the leading AI labs' enterprise terms actually learnt of his data — and refused to pay that price.
So he called his brother Jon: “We build our own private AI — one that keeps the data sovereign, self-owned, fully audited.”
Jon McClure had spent twenty years securing critical hospital infrastructure — and kept 150+ hospitals running through a global pandemic on one rule above all: privacy first, or nothing else holds.
He built SHU from the ground up. Not a wrapper. Not a fine-tuned model. A fundamentally new architecture that protects your data the moment it enters the system — before it can ever be seen, stored, or trained on by anyone but you.
They filed the patent application immediately. SHU — Structured Heuristic Understanding.
