{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8527322","patent":{"patent_number":"US-8527322","title":"Proactive demand shaping for a configurable product portfolio with uncertain demand","assignee":null,"inventors":[],"filing_date":"2009-11-06T00:00:00.000Z","publication_date":"2013-09-03T00:00:00.000Z","cpc_codes":["G06Q","G06Q"],"num_claims":15,"abstract":"Proactive demand shaping of configurable products with uncertain demand computes a lower bound and an upper bound on optimal profit by considering future demand distribution of one or more products, supply outlook of one or more components and customer behavior. The upper bound and the lower bound solutions are used to generate one or more rationing heuristics. Simulation may be used to determine a rationing policy to implement in practice."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Proactive demand shaping for a configurable product portfolio with uncertain demand","description":"Proactive demand shaping of configurable products with uncertain demand computes a lower bound and an upper bound on optimal profit by considering future demand distribution of one or more products, s","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8527322","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-8527322","citation_suggestion":"Patentable. \"Proactive demand shaping for a configurable product portfolio with uncertain demand\" (US-8527322). https://patentable.app/patents/US-8527322","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8527322","json":"https://patentable.app/api/llm-context/US-8527322","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:17:24.678Z"}