{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11966934","patent":{"patent_number":"US-11966934","title":"Machine learning technologies to predict opportunities for special pricing agreements","assignee":null,"inventors":[],"filing_date":"2022-05-02T00:00:00.000Z","publication_date":"2024-04-23T00:00:00.000Z","cpc_codes":["G06Q","G06Q","G06Q"],"num_claims":17,"abstract":"Artificial Intelligence (AI) based methods and systems for predicting opportunities for special pricing agreements (SPA) are disclosed herein. An example method includes receiving a user input indicating a stock keeping unit (SKU) and a customer name, and accessing an SPA database to determine (i) a customer type, (ii) a customer address, and (iii) any historical SPAs corresponding to the customer. The example method further includes predicting, by utilizing a machine learning (ML) model, a set of SPA opportunities that each have a respective cost and a respective confidence interval and that satisfy a confidence interval threshold. The example method further includes determining a first SPA opportunity corresponding to a highest respective confidence interval, and a second SPA opportunity corresponding to a lowest cost of each SPA opportunity in the set of SPA opportunities; and transmitting a notification of the first and second SPA opportunities for display to a user."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning technologies to predict opportunities for special pricing agreements","description":"Artificial Intelligence (AI) based methods and systems for predicting opportunities for special pricing agreements (SPA) are disclosed herein. An example method includes receiving a user input indicat","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11966934","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-11966934","citation_suggestion":"Patentable. \"Machine learning technologies to predict opportunities for special pricing agreements\" (US-11966934). https://patentable.app/patents/US-11966934","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11966934","json":"https://patentable.app/api/llm-context/US-11966934","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:57:48.163Z"}