Prosecution Insights
Last updated: April 19, 2026

Examiner: CHOY, PAN G

Tech Center 3600 • Art Units: 2129 3624

This examiner grants 24% of resolved cases

Performance Statistics

24.1%
Allow Rate
-27.9% vs TC avg
492
Total Applications
+35.0%
Interview Lift
1790
Avg Prosecution Days
Based on 452 resolved cases, 2023–2026

Rejection Statute Breakdown

33.9%
§101 Eligibility
3.8%
§102 Novelty
41.5%
§103 Obviousness
18.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18526650 SYSTEM AND METHOD CONFIGURED TO PREDICT PROBLEMS WITH PROJECTS AND TO GENERATE EARLY ALERTS USING ARTIFICIAL INTELLIGENCE Final Rejection SAUDI ARABIAN OIL COMPANY
18156632 CONTINUOUS DATA QUALITY ASSESSMENT AND MONITORING FOR BIG DATA Non-Final OA Walmart Apollo, LLC
17918579 WORK ASSIGNMENT DEVICE Non-Final OA Mitsubishi Electric Corporation
18343627 SESSION-BASED TRANSPORTATION DISPATCH Non-Final OA Lyft, Inc.
19008790 METHOD TO DETERMINE THAT A CREDIT CARD NUMBER CHANGE HAS OCCURRED Non-Final OA Mastercard International Incorporated
18847804 MAINTENANCE ASSISTANCE DEVICE, AND MAINTENANCE ASSISTANCE METHOD Non-Final OA Hitachi, Ltd.
18378458 CONTROL DEVICE AND INFORMATION PRESENTATION METHOD Final Rejection Hitachi, Ltd.
18554787 NOTIFICATION METHOD AND RELATED APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18182415 PRODUCTION PLAN DISPLAY SYSTEM FOR SHAPED ARTICLE Final Rejection SEIKO EPSON CORPORATION
18609988 WORKFLOW ENGINE FOR PREDICTIVE ASSEMBLY Final Rejection THE BOEING COMPANY
17971272 RESOURCE ASSIGNMENTS BASED ON STATION CONSTRAINTS Final Rejection American Airlines, Inc.
17343081 TWO TIER DISTRIBUTION OPTIMIZATION USING A TIME SPACE MODEL Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17891133 CHARGING/DISCHARGING MANAGEMENT SYSTEM Final Rejection Prime Planet Energy & Solutions, Inc.
18138930 UNIVARIATE SERIES TRUNCATION POLICY USING CHANGEPOINT DETECTION Non-Final OA Oracle International Corporation
17675214 EVENT ATTRIBUTION FOR ESTIMATING DOWN STREAM IMPACT Final Rejection Oracle International Corporation
18995179 METHOD FOR MODELLING A DEMAND INDICATOR AND APPLICATIONS THEREOF Non-Final OA GRABTAXI HOLDINGS PTE. LTD.
18521376 ENTERPRISE RESOURCE PLANNING SYSTEM WITH MANAGEMENT OF AUTOMATICALLY DEPLOYED DATA Final Rejection SAP SE
18782442 COMPUTER-READABLE RECORDING MEDIUM STORING GENERATION PROGRAM, GENERATION METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA Fujitsu Limited
18962536 SYSTEM AND METHOD FOR DELIVERY METRIC ANALYSIS AND NOTIFICATION Non-Final OA Hera Solutions Inc.
18955598 MULTI-AGENT REINFORCEMENT LEARNING-BASED MOBILE ELECTRIC VEHICLE CHARGING SERVICE METHOD Non-Final OA Gwangju Institute of Science and Technology
18533057 MACHINE LEARNING-BASED SELECTION OF WIRELESS RETAIL LOCATIONS Final Rejection Boost SubscriberCo L.L.C.
18936843 METHOD OF ESTABLISHING A DECISION SUPPORT ENGINE FOR MEDICAL EQUIPMENT Non-Final OA EquipX, LLC
18603121 SYSTEM AND METHOD FOR EVALUATING MEDICAL EQUIPMENT Non-Final OA EquipX, LLC
18724452 FIELD-SCALE CROP PHENOLOGY MODEL FOR COMPUTING PLANT DEVELOPMENT STAGES Final Rejection BASF CORPORATION
18748500 SYSTEMS AND METHODS FOR COMPUTER MODELING FOR HEALTHCARE BOTTLENECK PREDICTION AND MITIGATION Non-Final OA TeleTracking Technologies, Inc.
18158597 Efficient Feature Engineering for Recommender Systems Final Rejection The Boston Consulting Group, Inc.
18610276 SYSTEMS AND METHODS FOR GENERATING APPLICATIONS AND WORKFLOWS FOR ENTERPRISE TASKS Non-Final OA EMA UNLIMITED, INC.
18592330 System for Improved Remote Processing and Interaction with Artificial Survey Administrator Non-Final OA InMoment, Inc.
18384343 SYSTEM AND METHOD FOR SCHEDULING AND MANAGING EMPLOYEE BREAKS Final Rejection ONECLICKAPP, LLC
18086591 COMPUTERIZED TOOLS TO ACCESS AN ENTERPRISE DATA MODEL FOR IMPLEMENTING COMPONENT DATA OBJECTS Non-Final OA CERTINIA INC.

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