Prosecution Insights
Last updated: May 29, 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
400
Total Applications
+27.6%
Interview Lift
1422
Avg Prosecution Days
Based on 351 resolved cases, 2023–2026

Rejection Statute Breakdown

17.1%
§101 Eligibility
6.0%
§102 Novelty
75.2%
§103 Obviousness
0.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
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
18567614 STORE OPERATION SUPPORT DEVICE, AND STORE OPERATION SUPPORT METHOD Final Rejection Panasonic Intellectual Property Management Co., Ltd.
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.
17246680 PREDICTING MODELING AND ANALYTICS INTEGRATION PLATFORM Final Rejection Zeta Global Corp.
18800280 EQUIPMENT REPAIR SYSTEM AND METHOD Non-Final OA Transportation IP Holdings, LLC
18416661 Shiny Based System for Determining Inventory Parameters Non-Final OA West Virginia University Board of Governors on Behalf of West Virginia University
16791050 CONSTRAINTS AND CONSTRAINT SHARING IN A CATALOG SERVICE PLATFORM Final Rejection Amazon Technologies, Inc.
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.
17929596 GENERATING AND PROVIDING AN ACCOUNT PRIORITIZATION SCORE BY INTEGRATING EXPERIENCE DATA AND ORGANIZATION DATA Final Rejection Qualtrics, LLC
18458359 SYSTEM AND METHOD FOR PROVIDING CROWD SOURCED METRICS FOR NETWORK CONTENT BROADCASTERS Final Rejection TuneIn, 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.
18143850 PREDICTING PRICES OF NON-FUNGIBLE TOKENS Final Rejection LUKKA, INC.
17393448 METHOD AND SYSTEM FOR USER GROUP DETERMINATION, CHURN IDENTIFICATION AND CONTENT SELECTION Non-Final OA Verizon Media Inc.
17201641 VALUE BASED COMMODITY SELECTION Non-Final OA GreenChoice, PBC

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