By contrast to the effects on other functions and planning processes, the impact of the COVID-19 crisis on S&OP planning was immediate and will also be long-lasting. Failure of the existing models has rendered them useless for supporting decision making in the crisis. Companies must urgently address the model failures and make needed adjustments to avoid having to rely only on gut-feeling and qualitative judgment of experts without backing of the relevant insights