Which UK businesses must publish a modern slavery statement?

A commercial organisation that supplies goods or services, carries on business in the United Kingdom and has a total annual turnover of £36 million or more must publish a slavery and human trafficking statement for each financial year. The statement must be approved by the board and signed by a director, and published on the organisation's website.