The program’s equity and accountability infrastructure is informed by Ruby Guillen, MSW, White House President’s Lifetime Achievement Award recipient, Co-Chair of the United Nations Association USA Human Rights Affinity Group, Chair of the American Public Health Association’s Health Informatics and Information Technology Section, and HUMANDREAM Advisory Board member. Guillen brings over two decades of child welfare and emergency response expertise spanning 7,000 or more case investigations across Los Angeles County, alongside her own lived experience as a recipient of LA County child welfare services. Her public health informatics expertise directly governs CHW Corps’ outcomes tracking infrastructure, and her investigative background in system-impacted families and community health informs the program’s provider accountability framework.