Prosecution Insights
Last updated: April 19, 2026

Examiner: BYRD, UCHE SOWANDE

Tech Center 3600 • Art Units: 2127 3624

This examiner grants 23% of resolved cases

Performance Statistics

23.1%
Allow Rate
-28.9% vs TC avg
401
Total Applications
+27.9%
Interview Lift
1719
Avg Prosecution Days
Based on 350 resolved cases, 2023–2026

Rejection Statute Breakdown

42.2%
§101 Eligibility
10.0%
§102 Novelty
41.9%
§103 Obviousness
5.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18567614 STORE OPERATION SUPPORT DEVICE, AND STORE OPERATION SUPPORT METHOD Final Rejection Panasonic Intellectual Property Management Co., Ltd.
18843823 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Non-Final OA NEC Corporation
18681140 IMAGE DISPLAY APPARATUS, IMAGE DISPLAY METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM Final Rejection NEC Corporation
18279145 CHARACTERISTIC INFORMATION GENERATING APPARATUS, SYSTEM, METHOD, AND COMPUTER-READABLE MEDIUM Final Rejection NEC Corporation
18881881 ANALYSIS SYSTEM AND ANALYSIS METHOD Non-Final OA Mitsubishi Electric Corporation
18107787 DIGITAL TWIN MODELLING USING TASK KEYWORD ANALYSIS Non-Final OA International Business Machines Corporation
18055876 ARTIFICIAL INTELLIGENCE-BASED SUSTAINABILITY CONTROL Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18443103 MACHINE LEARNING-ENABLED INPUTS FOR OPTIMIZATION OF SUPPLY-DEMAND IN A MANAGED MARKETPLACE SYSTEM Final Rejection Maplebear Inc.
18283235 PREDICTIVE ALLOCATION OF NODES IN A QUEUE Non-Final OA Amadeus S.A.S.
16791050 CONSTRAINTS AND CONSTRAINT SHARING IN A CATALOG SERVICE PLATFORM Final Rejection Amazon Technologies, Inc.
17246680 PREDICTING MODELING AND ANALYTICS INTEGRATION PLATFORM Final Rejection Zeta Global Corp.
18416661 Shiny Based System for Determining Inventory Parameters Non-Final OA West Virginia University Board of Governors on Behalf of West Virginia University
19028962 SYSTEM AND METHOD FOR PLANNING WITH ARTIFICIAL INTELLIGENCE Non-Final OA Musyfy Inc.
18989725 SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED GENERATION OF INTERACTIVE VIRTUAL PERSONA COMMUNITIES Non-Final OA Socialtrait Inc.
18986110 METHOD OF AND SYSTEM FOR PERFORMING META-PREDICTIONS USING FORECASTING MODELS Non-Final OA RECHERCHES DIMENSIONNELLES CANADA INC.
18599101 Artificial Intelligence System-to-Client System User Interface Integration and Activated Telecommunication Plan Generation Non-Final OA Totogi Inc.
18589343 DYNAMIC FREQUENTLY ASKED QUESTIONS USING LARGE LANGUAGE MODELS Non-Final OA Alby Al, Inc.
18485028 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO ENHANCE MARKET RESEARCH DATA COLLECTION QUALITY Final Rejection Nielsen Consumer LLC
18143850 PREDICTING PRICES OF NON-FUNGIBLE TOKENS Final Rejection LUKKA, INC.
18180519 STOCHASTIC ECONOMIC EVALUATION TOOL Non-Final OA Partners for Production Agriculture, LLC
17201641 VALUE BASED COMMODITY SELECTION Non-Final OA GreenChoice, PBC

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