Australian supermarket giant Woolworths has announced its single biggest investment in logistics infrastructure, spending A$780 million to replace up to 1,300 workers with robots.

It plans to build one semi-automated and one fully automated distribution centre in south-west Sydney. About 650 jobs will be created at the new centres, to...