Personalized preparedness scoring and planning platform with multi-user coordination and modular scoring architecture

A system for generating a personalized preparedness score and a preparedness plan, the system comprising:

• one or more processors;
• and one or more non-transitory computer-readable storage media storing instructions that, when executed by the one or more processors, cause the one or more processors to implement:
• (a) a profile-management component configured to:
• receive and store, for at least one user associated with a household or an organization, user-specified preparedness preferences comprising at least a user-defined prioritization among a plurality of preparedness categories, and receive and store critical-dependency data identifying one or more critical dependencies of the at least one user selected from the group consisting of medical needs, assistive-device requirements, mobility constraints, and power-supply requirements;
• (b) a hazard-ingestion-and-normalization component configured to:
• receive location-specific hazard data associated with one or more geographic locations linked to the at least one user from one or more external hazard-data sources, and normalize hazard-severity values from the one or more external hazard-data sources into a common hazard-severity scale;
• (c) a modular scoring engine configured to:
• generate a plurality of sub-scores, each sub-score corresponding to a respective preparedness category and derived from at least a portion of the normalized location-specific hazard data, the user-specified preparedness preferences, and the critical-dependency data, and apply an aggregation function to the plurality of sub-scores to produce a composite preparedness score, wherein the modular scoring engine comprises a plurality of independently replaceable sub-score computation units and supports versioning such that a sub-score computation unit is replaceable without requiring modification of remaining sub-score computation units or the aggregation function;
• (d) a planning engine configured to generate a prioritized preparedness plan comprising a ranked set of recommended actions, the ranking determined at least in part by the composite preparedness score, the plurality of sub-scores, and the user-specified preparedness preferences;
• and (e) a user-interface component configured to cause presentation of the composite preparedness score, the plurality of sub-scores, and the prioritized preparedness plan to the at least one user.

A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• (a) receiving location-specific hazard data associated with one or more geographic locations linked to at least one user of a household or an organization, the location-specific hazard data identifying one or more hazard types and corresponding hazard-severity values;
• (b) receiving user-specified preparedness preferences comprising at least a user-defined prioritization among a plurality of preparedness categories for the at least one user;
• (c) receiving critical-dependency data identifying one or more critical dependencies of the at least one user, the critical dependencies selected from the group consisting of medical needs, assistive-device requirements, mobility constraints, and power-supply requirements;
• (d) computing, by a modular scoring engine, a composite preparedness score for the at least one user, the computing comprising:
• (d-i) generating a plurality of sub-scores, each sub-score corresponding to a respective preparedness category and derived from at least a portion of the location-specific hazard data, the user-specified preparedness preferences, and the critical-dependency data, (d-ii) applying an aggregation function to the plurality of sub-scores to produce the composite preparedness score, wherein the modular scoring engine supports replacement or versioning of one or more sub-score computation units without requiring replacement of the aggregation function;
• (e) generating a prioritized preparedness plan comprising a ranked set of recommended actions, the ranking determined at least in part by the composite preparedness score, the plurality of sub-scores, and the user-specified preparedness preferences;
• and (f) causing presentation of the composite preparedness score, the plurality of sub-scores, and the prioritized preparedness plan to the at least one user.