A B2B insurance product underwritten using AI-driven predictive analytics. It analyzes the 3D printed tool's design, printing parameters, material composition, and intended use, and offers insurance against premature failure or underperformance, encouraging manufacturers to push the boundaries of customization and innovation without excessive risk.