This advancement signals a transformative shift in how agricultural retailers and cooperatives operate amid mounting pressures from disruptive technologies and evolving market models. By leveraging AI, ag retailers can maintain their vital role in the ag supply chain, enhance customer trust, and drive efficiency despite tight margins and workforce challenges. The research from CoBank highlights the strategic imperative of early AI adoption to future-proof operations and deliver real, scalable value in agricultural business settings.