
Align to Innovate is a biotechnology-focused organization that uses automation to align incentives among scientists, enabling large-scale collaborative projects to generate predictive models of biology. Founded in 2021, the company hosts data acquisition and sharing programs, including machine learning competitions and protein engineering tournaments, to create open-source, high-fidelity biological datasets. Their Protein Engineering Tournament combines in silico and in vitro rounds to benchmark AI-driven protein design methods, fostering collaboration between academic and industry teams. Supported by philanthropic initiatives, Align to Innovate advances reproducible, scalable, and sharable biological data to accelerate innovation in life sciences.

Align to Innovate is a biotechnology-focused organization that uses automation to align incentives among scientists, enabling large-scale collaborative projects to generate predictive models of biology. Founded in 2021, the company hosts data acquisition and sharing programs, including machine learning competitions and protein engineering tournaments, to create open-source, high-fidelity biological datasets. Their Protein Engineering Tournament combines in silico and in vitro rounds to benchmark AI-driven protein design methods, fostering collaboration between academic and industry teams. Supported by philanthropic initiatives, Align to Innovate advances reproducible, scalable, and sharable biological data to accelerate innovation in life sciences.