Despite their benefits, collaborative networks face several challenges, including intellectual property disputes, coordination difficulties, and differences in organizational cultures. Ensuring effective communication and managing diverse expectations are also critical challenges. Additionally, securing sustained funding and maintaining long-term commitments from all partners can be difficult.