The difference is that investment in a company can create “more company”, whereas investment in land can’t create more land.
But investment in housing can definitely create more housing, and that is by far the most common type of landlord.
If you genuinely think there is little difference, why do you care so much about not switching to a lease system?
The result is that real estate basically sells for roughly what it would cost to rebuild whatever is built on the land.
There is still a premium charged (in the form of LVT) to allocate access to desirable locations, but the revenue goes to the government/community instead of the previous owner. And the eliminating the incentive for land speculation should actually reduce overall costs.