{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11256732","patent":{"patent_number":"US-11256732","title":"File validation supported by machine learning","assignee":null,"inventors":[],"filing_date":"2019-04-25T00:00:00.000Z","publication_date":"2022-02-22T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06Q"],"num_claims":20,"abstract":"Matching documents of a first kind (e.g., credit memos) to documents of a second kind (e.g., invoices) includes training a set of feature models and an all-features model. The set of feature models can be applied to unmatched documents of the first kind to produce predicted documents of the second kind. The predicted documents can be used to identify candidate documents as candidates to be matched to the unmatched documents."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"File validation supported by machine learning","description":"Matching documents of a first kind (e.g., credit memos) to documents of a second kind (e.g., invoices) includes training a set of feature models and an all-features model. The set of feature models ca","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11256732","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-11256732","citation_suggestion":"Patentable. \"File validation supported by machine learning\" (US-11256732). https://patentable.app/patents/US-11256732","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11256732","json":"https://patentable.app/api/llm-context/US-11256732","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:10:22.100Z"}