An insurance product that utilizes virtual twin data to predict potential manufacturing equipment failures. Businesses pay a premium based on their risk profile as determined by the virtual twin, and receive payouts to cover preventative maintenance or expedited repairs, minimizing downtime and maximizing efficiency.