Pattern Ag uses predictive analytics to help farmers with input decisions such as crop protection, seed selection, and fertility needs. Pattern envisions a future where conventional agricultural inputs are enhanced and eventually replaced by precision microbiome engineering, improving farm productivity and sustainability.