A computational biologist's personal views on new technologies & publications on genomics & proteomics and their impact on drug discovery
Wednesday, January 07, 2026
Scales of Instrumentation and Automation
Back in September I moved into a product role within the automation unit at Ginkgo, where we sell autonomous laboratories. I'm going to end up posting a bunch on the topic, as I spend a lot of time thinking about it and this is an interesting place to expose my thinking to critique. It's also a way to solicit feedback on semi-formed ideas. I referenced autonomous laboratories in my previous post, which might have some wondering "what exactly is an autonomous laboratory?" So this post will lay out a description of different levels of automation (or instrumentation) so I can refer back to it in future posts - and there will certainly be further posts focused on these different scales of automation. So here I will lay out four levels of laboratory instrumentation: Bench, Walkup, Workcell and Autonomous. BTW, if you are in San Francisco next week during J.P. Morgan, there will be a small autonomous lab running in the Marriott Marquis lobby - and it can be viewed regardless of whether you are registered for the conference