{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11995696","patent":{"patent_number":"US-11995696","title":"Method for improving service outcomes using artificial intelligence techniques","assignee":null,"inventors":[],"filing_date":"2021-04-09T00:00:00.000Z","publication_date":"2024-05-28T00:00:00.000Z","cpc_codes":["G06Q","G06Q","G16H","G16H","G16H","G16H"],"num_claims":20,"abstract":"This document presents a system and method of applying machine learning and deep learning techniques to improve service outcomes by allowing for a novel method of matching service providers with clients. This system and method involves collecting data on the expressed and latent preferences and attributes of both a service provider and a client as well as outcome data regarding outcome improvement and the quality of the match. By using a deep learning approach to analyze this data and identify latent variables and non-linear relationships, this system is able to predict which pairing of service providers and clients will most likely lead to the desired outcomes. This system and method can be applied to any professional relationship where personality factors and relationship compatibility are predictive of desired outcomes. These include but are not limited to clinician-patient, educator-student, professional-client and salesperson-customer relationships."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for improving service outcomes using artificial intelligence techniques","description":"This document presents a system and method of applying machine learning and deep learning techniques to improve service outcomes by allowing for a novel method of matching service providers with clien","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11995696","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-11995696","citation_suggestion":"Patentable. \"Method for improving service outcomes using artificial intelligence techniques\" (US-11995696). https://patentable.app/patents/US-11995696","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11995696","json":"https://patentable.app/api/llm-context/US-11995696","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:11:19.453Z"}