From classroom to contested environments: A sustained College–Industry partnership model for applied innovation and workforce development

This case study examines a sustained, client-funded partnership between Albion College’s Albion College Community Collaborative (AC3) and Black & Rossi LLC in the development of the Commercial Resource Optimization System (CROS), a web-based logistics tool designed for use in disrupted or high-risk environments. The case study explores how a liberal arts institution engaged interdisciplinary student teams in the iterative design, development, and testing of a deployable system aligned with real operational needs. Over a five-year period, students worked within a consulting-style framework characterized by continuous client feedback, defined deliverables, and year-round engagement. Findings highlight how long-duration collaboration enables deeper experiential learning, leadership development, and cumulative innovation. Students contributed to a functional tool now slated for field evaluation, while industry benefited from reduced research and development risk and access to emerging talent. The partnership also enhanced institutional credibility and supported scalable experiential learning. The case demonstrates that effective academia–industry cooperation depends on structure, continuity, and shared accountability, offering a replicable model for aligning experiential learning, workforce preparation, and applied innovation.