{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11948200","patent":{"patent_number":"US-11948200","title":"Damage claim clustering for predicting underwriting risk","assignee":null,"inventors":[],"filing_date":"2021-08-24T00:00:00.000Z","publication_date":"2024-04-02T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06N","G01W"],"num_claims":20,"abstract":"Systems and methods for estimating current roof conditions and potential underwriting risk using insurance claim data. Historical claims for confirmed weather-damaged homes may be clustered by claims stemming from one or more weather events to determine potential areas where damage has occurred, but a claim has not yet been filed. In certain implementation, claims for weather-related vehicle damage may be utilized to predict weather-related roof damage."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Damage claim clustering for predicting underwriting risk","description":"Systems and methods for estimating current roof conditions and potential underwriting risk using insurance claim data. Historical claims for confirmed weather-damaged homes may be clustered by claims ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11948200","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11948200","citation_suggestion":"Patentable. \"Damage claim clustering for predicting underwriting risk\" (US-11948200). https://patentable.app/patents/US-11948200","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11948200","json":"https://patentable.app/api/llm-context/US-11948200","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:24:52.052Z"}