In the healthcare sector, Kraken Coding is revolutionizing clinical decision support with its product, Clinical Branches, aimed at simplifying access to critical information for clinicians. Initially developed as an "Open Source Antimicrobial Stewardship" project, Clinical Branches evolved using MongoDB for its ease of use and scalability, allowing efficient data management and implementation across regions like Canada. Unique in its approach, the product transforms text-based procedures into semi-structured decision algorithms, offering immediate guidance and gathering data for continuous improvement. Supported by the UNSW Tyree IHealthE Innovation Catalyst Awards, Kraken Coding is advancing projects to predict patient risks and outcomes using vector search technology. MongoDB's support has been crucial, providing technical and financial assistance through its Startups program, facilitating the deployment of scalable solutions. As Kraken Coding gears up for software audits and international pilots, the company is set to enhance clinical workflows and patient care. Concurrently, MongoDB is experiencing internal changes with CEO Dev Ittycheria announcing his retirement, paving the way for CJ Desai, whose experience from ServiceNow and Cloudflare positions him to lead MongoDB into its next phase of growth, focusing on leveraging AI and data-intensive applications.