Retailers are turning to artificial intelligence technology to better predict shopper demand and repair supply chains whipsawed by volatile consumer buying patterns during the pandemic.

Merchants including Walmart, retail-pharmacy giant Walgreens and online fashion seller ASOS are rolling out the increasingly sophisticated technology that takes in everything from weather patterns to social-media trends to evaluate huge sets of data and guide decisions on where to place inventory.