The Brazilian Ministry of Health (MoH) has already invested in more than six thousand studies to improve the Unified Health System (SUS) and its public policies. However, there are difficulties in monitoring the studies’ results, extracting their possible applications and recommendations, and reporting them in accessible formats and language to MoH departments and external audiences This project thus aims to create a platform that will use LLMs to transform the articles from studies that have already been financed, or that will be financed in the future, into one-page technical cards that will highlight each study’s applications and recommendations for administrators that can use them. It is expected that the six-step method for translating the knowledge, along with the LLMs, will be capable of extracting the main public health policy applications and recommendations for MoH administrators, with reliability and scalability. Users will be administrators in the MoH Department of Science and Technology (DECIT) and the various other MoH departments; state and municipal health administrators; healthcare professionals (physicians, nurses, physical therapists, nutritionists), and researchers funded by the MoH, the Brazilian National Research Council (CNPq), and state-level research support foundations. The proposal takes an unprecedented approach by adopting a proprietary six-step knowledge translation method associated with LLMs, aimed at automation and scalability.