The agribiotech sector faces a critical workforce gap. Employers are telling us they need graduates who have more than just a degree, they need industry-validated credentials and the ability to connect professionally. To meet this demand, we developed a cornerstone course specifically to prepare students for the nationally recognized Biotechnology Aptitude and Competency Exam (BACE). This presentation shares our approach, which prioritizes industry awareness, soft skills, and strategic networking, using AI tools like NotebookLM only as a supportive "creative partner." Grounded in our "Microbes without Borders" framework, the course bridges the divide between academic theory and the "contact sport" of professional networking. First, students design a "Florida Agribusiness Field Trip," mapping out local facilities and industry organizations like BioFlorida. To build confidence before facing real stakeholders, students practice with our custom "Culturing Careers Consultant Chatbot" (C4) chatbot. This tool allows them to role-play introductions and refine their "elevator pitches" in a safe environment before engaging with the local community. Second, the course uses AI as a personalized tutor for BACE science content and pharmaceutical math. Finally, learning culminates in an "Antibiotic Development Simulation." Students work in cross-functional teams, rotating through roles like Quality Assurance Managers and R&D Scientists. Here, the AI acts as a "collaborative colleague" to help draft technical reports, but we enforce a strict "human-in-the-loop" rule: students must verify every output against safety protocols. This project goes beyond test prep; it creates a replicable model for building professional culture. We aim to share our complete toolkit, including prompt libraries, virtual networking guides, and the C4 bot, to help other educators equip students with both the technical competence and the human connections needed to succeed in the bioeconomy.