Prosecution Insights
Last updated: April 19, 2026

Examiner: WALTON, CHESIREE A

Tech Center 3600 • Art Units: 3624

This examiner grants 30% of resolved cases

Performance Statistics

29.9%
Allow Rate
-22.1% vs TC avg
263
Total Applications
+28.6%
Interview Lift
1249
Avg Prosecution Days
Based on 211 resolved cases, 2023–2026

Rejection Statute Breakdown

38.8%
§101 Eligibility
4.7%
§102 Novelty
48.9%
§103 Obviousness
5.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18805218 PREDICTING CUSTOMER INTERACTION USING DEEP LEARNING MODEL Non-Final OA Wells Fargo Bank, N.A.
18452920 METHOD, DEVICE, AND COMPUTER-READABLE STORAGE FOR CITY MANAGEMENT SUPPORT Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
16736256 REQUIREMENT CREATION USING SELF LEARNING MECHANISM Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18494204 METHOD FOR OPERATING A MICROELECTROMECHANICAL INERTIAL SENSOR AND SYSTEM FOR CARRYING OUT THE METHOD Non-Final OA Robert Bosch GmbH
18425409 ARTIFICIAL INTELLIGENCE SYSTEMS AND METHODS CONFIGURED TO PREDICT TEAM MANAGEMENT DECISIONS Non-Final OA STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18082465 AUTOMATIC COLLECTION AND PROCESSING OF ENTITY INFORMATION Final Rejection The Toronto-Dominion Bank
18595160 SIMILAR ITEM FORECASTING Final Rejection Target Brands, Inc.
18545006 SYSTEM AND METHOD FOR MONITORING SOIL PROPERTIES WITHIN A FIELD DURING AN AGRICULTURAL OPERATION Non-Final OA CNH Industrial America LLC
18493955 SYSTEMS AND METHODS TO USE NON-THREAD SAFE APIS IN THREADED PROGRAMS USING THREAD-SAFE INTERFACES Non-Final OA Dell Products, L.P.
17411666 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH A MEMORY MANAGEMENT MODULE Final Rejection ROYAL BANK OF CANADA
18533045 MACHINE LEARNING-BASED ASSIGNMENT OF DATA USAGE QUOTA TO WIRELESS CUSTOMERS Final Rejection Boost SubscriberCo L.L.C.
18929363 DETERMINING AND APPLYING ATTRIBUTE DEFINITIONS TO DIGITAL SURVEY DATA TO GENERATE SURVEY ANALYSES Non-Final OA Qualtrics, LLC
17237330 METHOD FOR HYBRID MACHINE LEARNING FOR SHRINK PREVENTION SYSTEM Final Rejection Sensormatic Electronics, LLC
18193330 METHOD AND SYSTEM FOR PREDICTING DEMAND FOR SUPPLY CHAIN Final Rejection Wipro Limited
18515777 DEMAND PREDICTION DEVICE, DEMAND PREDICTION METHOD, AND RECORDING MEDIUM Final Rejection NEC SOLUTION INNOVATORS, LTD
18649002 Multiple Time Series Forecasting Final Rejection Ikigai Labs, Inc.
18127672 AUTOMATED ENTERPRISE INFORMATION TECHNOLOGY ALERTING SYSTEM Final Rejection Omnissa, LLC
18527458 SYSTEM FOR CONSTRUCTING HYPERKALEMIA PREDICTION ALGORITHM THROUGH ELECTROCARDIOGRAM, METHOD FOR CONSTRUCTING HYPERKALEMIA PREDICTION ALGORITHM THROUGH ELECTROCARDIOGRAM BY USING SAME, AND HYPERKALEMIA PREDICTION SYSTEM USING ELECTROCARDIOGRAM Non-Final OA UNIVERSITY INDUSTRY FOUNDATION, YONSEI UNIVERSITY WONJU CAMPUS
17817145 Calendar Event Scheduling Artificial Intelligence Assistant using Natural Language Non-Final OA Paradox, Inc.
18490650 SYSTEMS AND METHODS TO RECOMMEND PRICE OF BENEFIT ITEMS OFFERED THROUGH A MEMBERSHIP PLATFORM Final Rejection Pateron, Inc.
18236633 SURFACING OPPORTUNITIES TO PREVENT PREDICTED ATTRITION OF USERS OF ACCESS MANAGEMENT SYSTEMS Final Rejection Pax8, Inc.
18229462 CONSUMER COMMUNICATION SYSTEM AND METHODS THEREOF Final Rejection SCHNUCK MARKETS, INC.
17890065 SYSTEM AND METHOD FOR MATCHING EVENT RIGHT HOLDERS AND DESTINATION USERS Final Rejection HUDDLE UP GROUP, LLC

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