How the U.S. Army Reframed Forecast Risk to Make Better Marketing Decisions

U.S. Army analytics leaders Daniel J. Flynn and David Galbreath argue that replacing point-estimate certainty with risk-tolerance framing gives marketers a more honest way to guide high-stakes decisions

Two U.S. Army analytics leaders reveal how reframing forecast uncertainty as a risk tolerance question transforms leadership decision-making. Their interval-based approach may offer commercial marketers a more honest and more actionable model for communicating data-driven recommendations.