"There's no need, if you want to transfer digital currency from one person to another, to have a bank as an intermediary'" she said. "Instead, you do it directly."
Crucially, it's also not necessarily digital currency being transferred, but a digital asset of any type. It could, for example, be a land title, a bond or a share.
Also, instead of separate systems managing asset transfer and payment, these are combined using Blockchain and happen simultaneously, reducing settlement risk.
The implications for business are potentially immense. At CBA, Gilder is experimenting with the technology on private networks, unlike the Bitcoin Blockchain which operates on public networks.
"That's not the area the banks are interested in," she said. "We need to know who we are dealing with so we are interested in private networks where the existing compliance and regulation still applies."
So what services could Blockchain deliver?
First, it could replace current trusted intermediaries such as registers, including share registers, car registers and land title registers - anything that records the ownership of assets.
Blockchain's ability to create a single transaction - payment asset transfer - was very powerful, Gilder said.
Blockchain also allows information to be attached to a purchase - such as a guarantee.
It can also enable "smart contracts", small pieces of code which self-execute if conditions are met.
That could lead to high levels of automation, lower costs and greater transaction accuracy. It could also lead to smart money - money with conditions attached so it can only be spent on certain things. The implications of that really are mind-boggling.