AI PM Scenarios

Without an eval you can't know if A, B, or C moved the needle — you'll be flying blind in front of the customer. D is the foundation: define ground truth, score current behaviour, then iterate on B/C with measurement. A is a band-aid that erodes trust; B is unmeasurable; C helps but you can't prove it without D.