Most deal scores are a single number pretending to be insight. Here is what a score has to do to be useful, explain itself and point to an action, and why an unexplained number gets ignored.

With AI you either trust the output or you don't, and both are wrong. Here is why verified trust beats blind trust and blanket doubt, and how to make every AI answer cheap to check.

Handing an AI agent a live deal is a higher bar than a good demo. Here is what makes an agent trustworthy on real opportunities: shown evidence, grounding, and inspection you can repeat.