{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008505","patent":{"patent_number":"US-12008505","title":"Methods and systems for time-variant variable prediction and management for supplier procurement","assignee":null,"inventors":[],"filing_date":"2021-02-17T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06Q","G06F","G06N","G06Q","G06N"],"num_claims":23,"abstract":"Methods and systems for determining a time-variant supplier variable related to a contract. The method includes receiving, by a processor having a supplier variable module, a user historical data set, a global historical data set and an external data set. The method includes generating, by the supplier variable module, a set of outcomes; outputting, by the supplier variable module, the set of outcomes. The set of outcomes comprises at least one time-variant supplier variable. In an example, the supplier variable module includes a supplier variable model, which includes a machine learning model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Methods and systems for time-variant variable prediction and management for supplier procurement","description":"Methods and systems for determining a time-variant supplier variable related to a contract. The method includes receiving, by a processor having a supplier variable module, a user historical data set,","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008505","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-12008505","citation_suggestion":"Patentable. \"Methods and systems for time-variant variable prediction and management for supplier procurement\" (US-12008505). https://patentable.app/patents/US-12008505","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008505","json":"https://patentable.app/api/llm-context/US-12008505","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T19:16:52.547Z"}