{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11281708","patent":{"patent_number":"US-11281708","title":"Utilizing a machine learning model to predict metrics for an application development process","assignee":null,"inventors":[],"filing_date":"2019-09-23T00:00:00.000Z","publication_date":"2022-03-22T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N","G06V","G06V","G06F","G06F","G06V"],"num_claims":20,"abstract":"A device receives historical application creation data that includes data associated with creation of a plurality of applications, and processes the historical application creation data, with one or more data processing techniques, to generate processed historical application creation data. The device trains a machine learning model, with the processed historical application creation data, to generate a trained machine learning model, and receives new application data associated with a new application to be created. The device processes the new application data, with the trained machine learning model, to generate one or more predictions associated with the new application, and performs one or more actions based on the one or more predictions associated with the new application."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Utilizing a machine learning model to predict metrics for an application development process","description":"A device receives historical application creation data that includes data associated with creation of a plurality of applications, and processes the historical application creation data, with one or m","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11281708","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-11281708","citation_suggestion":"Patentable. \"Utilizing a machine learning model to predict metrics for an application development process\" (US-11281708). https://patentable.app/patents/US-11281708","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11281708","json":"https://patentable.app/api/llm-context/US-11281708","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:58:59.912Z"}