This talk will examine digitizing books at scale and some interesting technology tidbits as to how an operation like this actually works. For example: why is the page-turning not automated? What are the building blocks of such a system? What were some of the most significant (and unexpected) issues along the way of scaling this system to digitize over one million books a year on the Internet Archive books digitization platform?