Are there systems to automatically blind a paper?
No.
AI is getting smarter every day, but they're still not smart enough to realize that &quot;In [paper] we showed [result]&quot; is a self-reference that breaks anonymity. You will unfortunately have to anonymize papers yourself.
It's not a proof of course, but if such software existed, Elsevier would know about it. Since they didn't mention it in their &quot;prepare for double-blind peer review&quot; page, it doesn't exist.