Problems on top of problems have complicated life for automakers and retailers. The great COVID-19 pandemic overturned business plans in early 2020, sent work forces and suppliers fleeing to safety for a year, overturned semiconductor sourcing plans for two years, delayed vehicle development programs and market launches, and resulted in scrambled inventory plans and an industrywide uncertainty about how many vehicles factories might actually be expected to deliver.