Reproducible.
Scalable.
Sharable.
Making life science predictable since 2021.
Imagine a world with abundant data.
We use automation as a focal point to align the incentives of scientists, bringing people together to execute large, collaborative, data-intensive projects that result in predictive models of biology.
Want to jump in?
How to achieve predictable biology
Align hosts data acquisition and sharing. We also create venues for benchmarking the performance of AI models built on our data.
Living datasets backed by automated, open source methods.
Quantify the value of data by hosting machine learning competitions.
Get Involved
Do you have an idea for the next big dataset in biology? What should be the next PDB? Tell us about your dream dataset today!
Are you a scientist, machine learning specialist, or automation expert interested in creating high-fidelity datasets in biology?
Our Founders
Erika DeBenedictis
Caltech - MIT - Francis Crick Institute
Pete Kelly
Joint BioEnergy Institute - Zymergen - Ginkgo
Supported by
A philanthropic initiative founded by Eric and Wendy Schmidt.
A civic engagement initiative by Ken Griffin.