BRECISE is a Public-Private Partnership Project, co-funded by the Innovative Health Initiative (IHI) of the European commission aiming at creating a collaborative ecosystem to accelerate the clinical validation of Next-Generation Sequencing (NGS)-based, multi-modality Artificial Intelligence (AI) oncology biomarkers and related technologies. By addressing technical and regulatory challenges, the consortium unites diverse expertise and resources to validate novel prostate and bladder cancer biomarkers, ensuring their efficacy and clinical utility. This initiative aligns with the goal of advancing precision medicine in oncology, ultimately improving patient outcomes and streamlining personalized cancer care. BRECISE's primary objective is to enhance biomarker-driven approaches for patient risk stratification, disease progression prediction, and treatment response assessment, within the framework of precision medicine. The project addresses the current challenge of limited access to clinically validated prognostic and predictive biomarkers in oncology. By providing healthcare professionals with NGS-based, multi-modality AI oncology biomarkers, BRECISE aims to enable precise disease risk assessment and informed treatment selection, contributing to more personalized and effective patient care. The impact of BRECISE is transformative, aiming to revolutionize risk assessment and treatment selection in oncology, facilitating the implementation of precision medicine. This will significantly reduce unnecessary and ineffective treatments, optimizing patient care and minimizing side effects. The validated biomarker technologies empower researchers to develop safer and more effective personalized treatments, advancing precision medicine. These advancements will enhance the competitiveness of European health industries, positioning them at the forefront of innovation and healthcare excellence. Overall, BRECISE is expected to significantly improve patient outcomes, enhance healthcare efficiency, and bolster the global standing of European health industries.