What AI compresses, and what it doesn't
Time required for each stage of a £15M procurement comparison, before and after AI. Yellow stages compress dramatically. Red stages are the human judgement layer and do not compress.
Source: Worked example, UK procurement engagement (anonymised). Time-to-decision held at 14 days throughout.