The National Institute on Alcohol Abuse and Alcoholism (NIAAA) is seeking proposals for the Small Business Innovation Research (SBIR) program focused on developing data science tools to accelerate alcohol research. The primary objective is to create user-friendly applications and algorithms that can integrate diverse datasets—such as genetic, social, economic, and electronic health records—to enhance the understanding and prediction of alcohol use disorders and the effectiveness of interventions. This initiative is critical as it aims to address the challenges in analyzing complex data from various sources, ultimately facilitating significant discoveries in alcohol research. Interested applicants can apply for funding of up to $250,000 for a Phase I project lasting 6-12 months, with proposals due by October 18, 2024. For more details, visit the solicitation link at SBIR.gov or the agency's page at SAM.gov.