{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11277327","patent":{"patent_number":"US-11277327","title":"Predictive analytics of device performance","assignee":null,"inventors":[],"filing_date":"2019-10-11T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["H04L","G06Q","H04L","H04L","G06F","G06F","G06F","G06F"],"num_claims":20,"abstract":"Aspects of the present invention disclose a method, computer program product, and system for determining recommendations for actions based on analysis of a device. The method includes retrieving information associated with a device from one or more databases. The method further includes determining information relevant to device performance as a function of an analysis of the retrieved information associated with the device, where the information relevant to device performance includes one or more factors related to an expected device performance. The method further includes determining a frequency of repair and replacement of one or more components of the device. The method further includes determining a recommendation of an action based on a comparison of an expected frequency of replacement and repair of the components of the device to the determined replacement and repair of the components of the device."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Predictive analytics of device performance","description":"Aspects of the present invention disclose a method, computer program product, and system for determining recommendations for actions based on analysis of a device. The method includes retrieving infor","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11277327","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-11277327","citation_suggestion":"Patentable. \"Predictive analytics of device performance\" (US-11277327). https://patentable.app/patents/US-11277327","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11277327","json":"https://patentable.app/api/llm-context/US-11277327","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T12:36:46.575Z"}