Granullo Intelligence is not a wrapper around a language model. It is a proprietary structural intelligence system built from institutional payment governance reality. Here is how the thinking works.
A structural taxonomy of how money moves across every governed context. Not a generic classifier — a purpose-built map of payment governance reality.
Every recommendation carries a confidence score that improves with evidence. Not predicted from training data — earned from verified institutional outcomes.
Before a program launches, Granullo predicts what verification steps will be needed. As institutional memory grows, predicted burden decreases — trust earns its shortcut.
After every program launch, Granullo measures the gap between its predictions and actual outcomes. These deltas compound into the next generation of recommendations.
Structural insights from one world model transfer to others. A verified foundation pattern strengthens bank program recommendations. Intelligence generalizes.