{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11995585","patent":{"patent_number":"US-11995585","title":"Systems and methods for identifying machine modifications for improved productivity","assignee":null,"inventors":[],"filing_date":"2021-07-30T00:00:00.000Z","publication_date":"2024-05-28T00:00:00.000Z","cpc_codes":["G06Q","G06Q","G06N","G06Q","G06Q"],"num_claims":22,"abstract":"A method for identifying machine modifications to improve machine productivity can include receiving telematics data from a plurality of sensors on a machine performing an activity. An activity type can be determined based on the telematics data. The method can also include calculating a current estimated machine productivity for the activity type and calculating a predicted machine productivity for the activity type for each of a plurality of machine modifications. The predicted machine productivity for each of the plurality of machine modifications can be compared with the current estimated productivity. The method can include calculating an investment metric for each of the machine modifications having a predicted machine productivity greater than the current estimated productivity. Each investment metric and its corresponding machine modification can be output for review by a user."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for identifying machine modifications for improved productivity","description":"A method for identifying machine modifications to improve machine productivity can include receiving telematics data from a plurality of sensors on a machine performing an activity. An activity type c","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11995585","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-11995585","citation_suggestion":"Patentable. \"Systems and methods for identifying machine modifications for improved productivity\" (US-11995585). https://patentable.app/patents/US-11995585","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11995585","json":"https://patentable.app/api/llm-context/US-11995585","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T02:40:15.521Z"}