Prosecution Insights
Last updated: April 19, 2026

Intuit Inc.

49 pending office actions

Portfolio Summary

49
Total Pending OAs
15
Final Rejections
34
Non-Final OAs

Pending Office Actions

App #TitleExaminerArt UnitStatusFiled
19065567 SEARCH AND SEMANTIC SIMILARITY DOMAIN DETERMINATION LEROUX, ETIENNE PIERRE 2161 Non-Final OA Feb 27, 2025
18821992 TRAINING OF MACHINE LEARNING ENSEMBLE TO PROCESS DIVERGENT INPUT DOMAINS MINOR, AYANNA YVETTE 3624 Non-Final OA Aug 30, 2024
18789839 MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY IDENTIFYING AND EXTRACTING TRANSACTIONS FROM WEBPAGES PULLIAS, JESSE SCOTT 2655 Final Rejection Jul 31, 2024
18791185 ADAPTIVE INFORMATION RETRIEVAL UTILIZING SEMANTIC AND LEXICAL SCORING MORRISON, JAY A 2151 Non-Final OA Jul 31, 2024
18789845 RECOMMENDING TARGETED INFORMATION MUELLER, PAUL JOSEPH 2657 Non-Final OA Jul 31, 2024
18775162 PARALLEL BOOTSTRAP AND MATERIALIZATION WITH INTELLIGENT RESOLUTION CHEN, XUXING 2176 Non-Final OA Jul 17, 2024
18767899 END-TO-END AUTOMATED LARGE LANGUAGE MODEL EVALUATION AND DEPLOYMENT PATEL, SHREYANS A 2659 Non-Final OA Jul 09, 2024
18759744 IMPROVED COMPUTING SYSTEM FOR IDENTIFYING AND USING BENCHMARK ATTRIBUTE TYPES AMONG SIMILAR ENTITIES IN DIFFERENT DATASETS GOFMAN, ALEX N 2163 Non-Final OA Jun 28, 2024
18759767 TRAINED MULTI-DOMAIN LANGUAGE MODEL FOR CONTENT MODERATION OF A PRIMARY LANGUAGE MODEL MASTERS, KRISTEN MICHELLE 2659 Non-Final OA Jun 28, 2024
18758291 TEXT CLASSIFICATION WITH WEIGHTED EMBEDDINGS MUELLER, PAUL JOSEPH 2657 Non-Final OA Jun 28, 2024
18752964 EVALUATING CONTEXT-SPECIFIC CONTENT GENERATED BY A GENERATIVE ARTIFICIAL INTELLIGENCE MODEL GAY, SONIA L 2657 Non-Final OA Jun 25, 2024
18750618 QUERY AUGMENTATION ROBERTS, SHAUN A 2655 Final Rejection Jun 21, 2024
18744434 SMART DISPATCHER IN A COMPOSITE ARTIFICIAL INTELLIGENCE (AI) SYSTEM SHAIKH, ZEESHAN MAHMOOD 2658 Non-Final OA Jun 14, 2024
18674732 COLLABORATIVE COMPONENTS FRAMEWORK FOR CONTENT-BASED RECOMMENDATIONS SYSTEM VIG, NARESH 3622 Non-Final OA May 24, 2024
18668113 METHOD FOR LABELING LANGUAGE DATA STRUCTURES USING LANGUAGE MODEL NGUYEN, LOAN T 2165 Final Rejection May 17, 2024
18651668 SYSTEMS AND METHODS FOR PERSONALIZED SUMMARIZATION TECHNIQUES USING RETRIEVAL AUGMENTED GENERATION MANOHARAN, SHASHIDHAR SHANKAR 2655 Non-Final OA Apr 30, 2024
18647569 MULTI-ARM BANDIT FOR CONTINUOUS TRAFFIC ALLOCATION IN A/B TESTING HAVING CONTINUOUS REWARDS SINGH, RUPANGINI 3628 Non-Final OA Apr 26, 2024
18633382 VARIABLE PROCESSING WITH MACHINE LEARNING USAGE PREDICTION BARLOW, KATHERINE A 3689 Non-Final OA Apr 11, 2024
18622484 AUTOMATION TOOL FOR MANAGING RESOURCES ACROSS COMPUTING ENVIRONMENTS WOOD, WILLIAM H 3992 Non-Final OA Mar 29, 2024
18614582 LOGGING AND VISUALIZING EXECUTION FLOW IN AN LLM ENABLED USER QUERY APPLICATION CHEN, QING 2191 Non-Final OA Mar 22, 2024
18612119 MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY RECOMMENDING PERSONALIZED ESTIMATES OF TIME NEEDED TO COMPLETE A TASK HOLLY, JOHN H 3696 Final Rejection Mar 21, 2024
18591329 AUTOMATIC DETECTION AND PREVENTION OF PHISHING PLATFORMS SHAW, PETER C 2493 Final Rejection Feb 29, 2024
18592507 NATURAL LANGUAGE UNDERSTANDING BASED DOMAIN DETERMINATION KAZEMINEZHAD, FARZAD 2653 Non-Final OA Feb 29, 2024
18592461 QUERY EXECUTION METHOD FOR ELECTRONIC FORM COMPLETION HUYNH, LINDA TANG 2172 Non-Final OA Feb 29, 2024
18433697 TRANSACTION ENTITY PREDICTION THROUGH LEARNED EMBEDDINGS MCINTOSH, ANDREW T 2144 Non-Final OA Feb 06, 2024
18428790 AUGMENTING SEMANTIC SEARCH SCORES BASED ON RELEVANCY AND POPULARITY THOMAS-HOMESCU, ANNE L 2656 Non-Final OA Jan 31, 2024
18429131 SEARCHING PROGRAMMING CODE REPOSITORIES USING LATENT SEMANTIC ANALYSIS SMITH, SEAN THOMAS 2659 Final Rejection Jan 31, 2024
18429360 AUTOMATIC ONBOARDING TO A COMPUTER APPLICATION BY SCRAPING WEBSITE DATA SYED, FARHAN M 2161 Final Rejection Jan 31, 2024
18427108 UNSUPERVISED ANOMALY DETECTION USING LOOKAHEAD PAIRS ALRIYASHI, ABDULKADER MOHAMED 2447 Non-Final OA Jan 30, 2024
18424572 SLANG USAGE DETECTION AND MITIGATION FOR LARGE LANGUAGE MODELS TENGBUMROONG, NATHAN NARA 2654 Non-Final OA Jan 26, 2024
18410785 TRAINING OF AN ELECTRONIC DOCUMENT EXTRACTION MODEL WINDSOR, COURTNEY J 2661 Non-Final OA Jan 11, 2024
18543798 DATA SOURCE MAPPER FOR ENHANCED DATA RETRIEVAL CHEUNG, HUBERT G 2152 Final Rejection Dec 18, 2023
18525706 INDIRECT LOOKUP USING SEMANTIC MATCHING AND A LARGE LANGUAGE MODEL CASTILLO-TORRES, KEISHA Y 2659 Final Rejection Nov 30, 2023
18520693 MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY PREDICTING A CLASSIFICATION FOR TRANSACTIONS BASED ON INDUSTRY NAME EMBEDDINGS OJIAKU, CHIKAODINAKA 3696 Final Rejection Nov 28, 2023
18498988 CONTRASTIVE IN-CONTEXT LEARNING FOR LARGE LANGUAGE MODELS OPSASNICK, MICHAEL N 2658 Non-Final OA Oct 31, 2023
18498398 TOKEN BASED APPROACH FOR PROVIDING CERTIFIED REVIEWS ON THIRD-PARTY REVIEW SERVICES PHAN, NICHOLAS K 3699 Final Rejection Oct 31, 2023
18496813 AUTOMATED RECOMMENDATIONS FOR HIERARCHICAL DATA STRUCTURES LIU, CHIA-YI 3692 Non-Final OA Oct 27, 2023
18383799 MULTI-MODAL MACHINE LEARNING MODEL FOR DIGITAL DOCUMENT PROCESSING BARNES JR, CARL E 2178 Non-Final OA Oct 25, 2023
18493676 SYSTEM AND METHOD FOR SPATIAL ENCODING AND FEATURE GENERATORS FOR ENHANCING INFORMATION EXTRACTION MAUNG, THOMAS H 2692 Non-Final OA Oct 24, 2023
18375775 IDENTIFICATION AND ALERT GENERATION FOR MISCATEGORIZATIONS IN CATEGORIZATION PROBLEMS THOMAS-HOMESCU, ANNE L 2656 Non-Final OA Oct 02, 2023
18478867 SYSTEMS AND METHODS FOR ANSWERING INQUIRIES USING VECTOR EMBEDDINGS AND LARGE LANGUAGE MODELS SONIFRANK, RICHA MISHRA 2654 Non-Final OA Sep 29, 2023
18375364 IDENTIFYING DATA LAKE OWNERSHIP USING WRITE ACCESS LOGS AKBARI, FARAZ TIMA 2196 Non-Final OA Sep 29, 2023
18239709 EVALUATING MACHINE LEARNING (ML)-GENERATED PERSONALIZED RECOMMENDATIONS USING SHAPLEY ADDITIVE EXPLANATIONS (SHAP) VALUES ANYIKIRE, CHIKAODILI E 2487 Non-Final OA Aug 29, 2023
18455595 LARGE LANGUAGE MODEL AND DETERMINISTIC CALCULATOR SYSTEMS AND METHODS MUDRICK, TIMOTHY A 2198 Final Rejection Aug 24, 2023
18194676 MACHINE-LEARNING MODELS TO FACILITATE USER RETENTION FOR SOFTWARE APPLICATIONS RAHMAN, IBRAHIM 2122 Non-Final OA Apr 03, 2023
17815552 USING A MULTI-ARMED BANDIT APPROACH FOR BOOSTING CATEGORIZATION PERFORMANCE SALMAN, AVIA ABDULSATTAR 3627 Non-Final OA Jul 27, 2022
17698676 HYBRID ARTIFICIAL INTELLIGENCE GENERATED ACTIONABLE RECOMMENDATIONS SALMAN, AVIA ABDULSATTAR 3627 Final Rejection Mar 18, 2022
17491495 ARTIFICIAL INTELLIGENCE BASED COMPLIANCE DOCUMENT PROCESSING MAUNI, HUMAIRA ZAHIN 2141 Final Rejection Sep 30, 2021
17319579 PRE-SEARCH CONTENT RECOMMENDATIONS RIFKIN, BEN M 2123 Final Rejection May 13, 2021

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