My company has this too, pretty awkward. I normally already spoke to the person and I start with “Hi it’s Force, I spoke you last week about X - before I can go any further though I do need to ask you for X Y Z.”. Lots of ppl still prefer to end the call and call back on our main phone number though, which is fair enough