Human-led AI: Why Human Verification Changes Everything for Pre-Construction
Most construction waste hides in plain sight: an estimator at a senior wage doing the work of a search engine, a mismatch reconciled, a number re-keyed. None of it looks like waste alone. Summed across a year and priced at what skilled staff cost, the scale is staggering — and measurable.