Every result carries a confidence score, and disagreement between specialists is surfaced, not hidden behind false certainty.
A single, confident-sounding answer is dangerous when specialists would actually disagree. Real engineering decisions live in the disagreement.
QS, planning, survey, contracts, Saudi law, QA, HSE and value specialists deliberate; the chair gives one recommendation, with the points of disagreement and a confidence score attached.
Surfacing uncertainty is what lets you trust the confident answers. A platform that hides doubt is a black box.
