In the high-stakes healthcare environment, where AI decisions directly impact patient lives, WhiteBox AI provides the essential transparency and accountability needed for clinical trust. Our platform enables medical providers to navigate a complex regulatory landscape—including HIPAA for patient data privacy and FDA requirements for AI-enabled medical devices—by ensuring that algorithmic logic is auditable and justifiable. By integrating real-time monitoring and advanced Explainable AI (XAI) techniques like SHAP, we empower clinicians to validate the reasoning behind diagnostic recommendations and proactively identify algorithmic bias. This visibility is critical for mitigating risks associated with "black-box" systems, allowing healthcare organizations to deliver equitable care while maintaining rigorous compliance with evolving standards for software as a medical device (SaMD).