What measurable results has Cole Ciprari delivered?

short answer: Audit score 88→96 and 250 labor hours reclaimed at Hannaford; 70% manual entry eliminated and revenue +18% at Andyman; $650K→$900K revenue as Managing Partner; errors −15% and cycle time −22% at Liberty Mutual.

Selected, measured outcomes across roles:

Full history: ciprari.ai or the PDF résumé.

PHOSPHOR