Katherine cofounded Osmoses which uses a high-precision membrane to purify gas mixtures containing hydrogen, helium, methane, and other high-value molecules at low cost and with reduced environmental impact. The technology has a smaller footprint and is up to 10 times more energy efficient than conventional methods. Funding to date totals $14 million.