Unexpected model predictions, distributional shift, corner case inputs... ring a bell? Data science teams constantly face these issues and more, experiencing endless firefighting and lost revenue. We call this problem AI Failure.
Data science teams may optimize for a single metric like accuracy, but this is inadequate to prevent AI Failure. Combatting AI Failure takes time and energy, taking effort away from advancing your business. Robust Intelligence helps to prevent AI Failure so that you can focus on what truly matters.