CASE STUDY: The Architect of Growth
How One Small Business Incubator Reimagined the "Specialist" Role through AI-Native Process Ownership Executive Summary In the traditional organizational model, growth is linear: more clients require more staff, more meetings, and more "heroic effort." This case study follows Autumn, a Business Development Specialist at a regional