Is it OK to say, “We must invest money on industry”?

No, it isn’t. One usually “invests in” something, not “on”. For example, *The government should invest a lot more money in education. *We would like you to invest in our hotel.

Source: ‘Know Your English’ Series – The Hindu Daily, August 8 , 2005.