The Analytic for Hemodynamic Instability (AHI) detected the various gold standard measures of hemodynamic deterioration with high sensitivity and specificity, paving the way for further study into AHI’s potential as a surrogate measure of clinical status in settings where continuous monitoring of vital signs would not be possible.