RADPAIR, in collaboration with Fireworks AI, is revolutionizing radiology workflows through the development of an open-source SDK standard that aims to create safe and intelligent AI interactions across reporting systems. This initiative is anchored by the Report Document Schema (RDS) and Actions and Event Protocol (AEP), which facilitate the orchestration of AI-driven, multi-agent workflows. Fireworks AI provides the necessary infrastructure to host and orchestrate RADPAIR's fine-tuned models, enabling real-time, scalable, and compliant radiology operations. This partnership has resulted in significant improvements in report turnaround times, workflow efficiency, and reporting accuracy, with radiologists experiencing reduced cognitive load and enhanced diagnostic confidence. The combined efforts of RADPAIR and Fireworks AI address the challenges of fragmented, outdated radiology workflows by providing a reliable, scalable foundation for the deployment of AI in healthcare, promising faster and more accurate diagnoses, reduced operational costs, and improved patient care.