We are excited to announce ModelFLOWs workshop, which intends to be an annual event for our group of investigation. The event, held in Madrid, showed inspiring presentations showcasing cutting-edge advancements in fluid dynamics and data-driven modeling. The given talks set the stage for how robust mathematical frameworks and AI can redefine fluid mechanics research.