E-commerce software firm Shopify expanded its carbon footprint calculations to include deeper data on remote work last May, when it moved to a "digital by default" workplace model, said Stacy Kauk, director of the sustainability fund at Shopify, which manages the company's $5 million annual investment in carbon removal projects. It gathers this information through surveys on energy use and home size, and uses "industry best practices" to calculate the associated emissions.