| CPC G06Q 40/08 (2013.01) [G06F 21/554 (2013.01); G06F 2221/034 (2013.01)] | 20 Claims | 

| 
               1. A data protection system for pipeline modeling, the data protection system comprising: 
            one or more processing circuits comprising memory and at least one processor configured to: 
              monitor one or more computing systems of at least one entity based at least on receiving real-time cybersecurity data, wherein monitoring comprises establishing at least one of a network connection or communication interface with the one or more computing systems; 
                  determine a state of cybersecurity of the at least one entity based on one or more safeguards or configurations implemented in the one or more computing systems responsive to monitoring the real-time cybersecurity data, wherein the state of the cybersecurity corresponds with a cybersecurity resilience to one or more cybersecurity incidents; 
                  generate metadata from the real-time cybersecurity data based on characterizing at least one cyber incident or claim based on a timing, severity, or type, wherein the metadata corresponds with the one or more safeguards or configurations implemented in the one or more computing systems; and 
                  generate or update a protection parameter of one or more protection products of a third-party based at least on the state of cybersecurity corresponding with the one or more safeguards or configurations of the metadata. 
                 |