“Private AI” has become one of the most overused phrases in modern infrastructure.

Every vendor claims it. Every deck has a lock icon. Every demo promises security “by design.”

But when you strip the marketing away and look at how most vector databases actually work, a hard truth emerges:

If your vector database needs to decrypt your data to search it, your AI isn’t private. It’s just politely exposed.

The uncomfortable reality of today’s vector databases