Systems and methods for dynamic valuation of protection products

A method for pipeline modeling, the method comprising:

• receiving, by one or more processing circuits, real-time cybersecurity data comprising timing, severity, and type of at least one cyber incident or claim;
• generating, by the one or more processing circuits, metadata from the real-time cybersecurity data based on characterizing the at least one cyber incident or claim based on the timing, the severity, or the type;
• and
• generating or updating, by the one or more processing circuits, an insurance parameter of one or more insurance products of an insurer based on the metadata.

A non-transitory computer readable medium (CRM) comprising one or more instructions stored thereon and executable by one or more processors to:

• receiving, by one or more processing circuits, real-time cybersecurity data comprising timing, severity, and type of at least one cyber incident or claim;
• generating, by the one or more processing circuits, metadata from the real-time cybersecurity data based on characterizing the at least one cyber incident or claim based on the timing, the severity, or the type;
• and
• generating or updating, by the one or more processing circuits, an insurance parameter of one or more insurance products of an insurer based on the metadata.