The 2022 Gaia DR3 Chicago Sprint is a 3-day regional workshop to kickstart projects using data from the Gaia satellite's third data release (DR3). Gaia DR3 will provide large numbers of low- and medium-resolution spectra, radial velocities, stellar parameters, variable stars, solar system sources, non-single stars, quasar host galaxies, and time-series photometry around the Andromeda galaxy. We hope the workshop will establish new scientific connections amongst universities in the Midwest. This workshop will coincide with the Gaia DR3 release on June 13th and the 2022 NYC Gaia DR3 Fête.