Separating correlation from causation in operational decisions, for avoiding costly misreads in high stakes environments

Connecting AI outputs to real drivers, for improving confidence in actions taken under time pressure

Building feedback loops between users and model owners, for preventing drift and maintaining reliability over time

Standardizing decision templates and thresholds, for accelerating replication across sites