Reasoning you can follow
Every output comes with the assumptions and inputs that shaped it. Instead of a single opaque score, you get a breakdown you can question, adjust, and learn from — so confidence builds over time rather than being asked for upfront.
This matters most when markets move fast. A number without context is easy to doubt; a number with visible reasoning is easier to act on, or to reject with good reason.