The number-two US automaker has been working with Pivotal since late last year on cloud-based services for Ford cars and drivers.
The announcement comes two days after rival Fiat Chrysler announced it was tying up with Google parent Alphabet on developing autonomous cars.
Ford said that the new investment in Pivotal would help further develop its FordPass online services and support for drivers, including monitoring and updating software crucial to vehicle performance.
It also plans to use Pivotal's next-generation cloud platform and analytics capabilities to support its development of self-driving cars and its autonomous shuttle vehicle program.
"Expanding our business to be both an auto and mobility company requires leading-edge software expertise to deliver outstanding customer experiences," said Ford president and chief executive Mark Fields in a statement.
"Our investment in Pivotal will help strengthen our ability to deliver these customer experiences at the speed of Silicon Valley, including continually expanding FordPass."
Get your daily dose of tech news, reviews, and insights, in under 80 characters on Gadgets 360 Turbo. Connect with fellow tech lovers on our Forum. Follow us on X, Facebook, WhatsApp, Threads and Google News for instant updates. Catch all the action on our YouTube channel.