When dark matter freezes in, it is out of equilibrium over an extended period in the early universe. I will show how this can give rise to the observed baryon asymmetry  through the production, oscillation, and subsequent re-annihilation of dark matter. I will highlight the connections between the early universe dynamics and phenomenology, including tests at colliders, and in cosmological and astrophysical observables.