Quality and compliance processes are a challenging but necessary fixture of today’s healthcare ecosystem. Payers and credentialing organizations impose a variety (and sometimes duplicative) array of requirements to ensure that patient care meets established standards and regulatory requirements, while upholding patient safety and driving improved clinical outcomes. Sobah Systems has been reducing the burden of these regimes by providing custom trained AI tools for continuous monitoring, documentation, and reporting of quality metrics and compliance activities. Our clients have benefited from real-time tracking of performance indicators, automated compliance checks, and streamlined audit preparation and identification of areas for improvement and training.