Scam financial company. They hang up when I ask what their Australian Financial Services Licence number is.

It's a scam: (Tell them to delete your number off their call list)
https://www.moneysmart.gov.au/scams/companies-you-should-not-deal-with/unlicensed-companies-list/f/fto-capital

FTO CAPITAL - ASIC advises this company could be involved in a scam. Do not deal with this business as it is unlicensed in Australia.

The business listed below has made unsolicited calls or sent emails about investing, financial advice, credit or loans and does not hold a current Australian Financial Services (AFS) licence or an Australian Credit licence from ASIC.

see https://www.moneysmart.gov.au/scams/companies-you-should-not-deal-with/unlicensed-companies-list/f/fto-capital

I called back number (02) 8036 3170 spoke to a woman who said company name is FTO capital.