Category Archives: Shared Mental Models

To effectively integrate a data team into a biotech organization, you need to simultaneously build the technical infrastructure that will allow them to work and the organizational infrastructure that will allow them to collaborate. But you can’t do this all at once: You need to slowly but surely nudge things in the right direction withContinue reading “The Minimum Viable Change”

Image by Niek Verlaan from Pixabay In my last few posts, I’ve been exploring how differences in mental models can get in the way of integrating data teams into a biotech organization. It’s been a lot of doom and gloom. But it’s finally time to shift gears and start exploring solutions. So in this post,Continue reading “Building Consensus in a Biotech Organization”

In my last few posts, I’ve been exploring how building shared mental models is key to integrating data teams into biotech organizations, particularly “tech biotechs” that have a significant AI/ML component. I’m working towards a series of posts about specific things you can do to help build these SMMs, but before we get there IContinue reading “Changing Mental Models”

In my last couple of posts, I discussed how different mental models between digital and wet lab teams cause friction in the flow of information across biotech organizations, particularly for so-called tech biotechs that rely on extensive collaboration between the two. In this post, I will explore how it impacts the second leg of theContinue reading “ML vs Wet Lab: The Great Impedance Mismatch”

In my last post, I argued that a lack of shared mental models is one of the biggest problems facing tech biotechs because it impedes the cycle of information flow between wet lab and digital teams. This time, I want to explore the first branch of that cycle: How data and metadata get from theContinue reading “A better ELN won’t solve your problems”

I’ve spent much of the last few years thinking about how to integrate data teams into biotech organizations, mostly circling around an idea I couldn’t quite put my finger on. But I recently learned it has a name: Shared Mental Models This is pretty much what it sounds like: Everyone brings their own set ofContinue reading “The Giant Hidden Problem Plaguing Tech Biotechs”