Prosecution Insights
Last updated: May 29, 2026

Examiner: CHOY, PAN G

Tech Center 3600 • Art Units: 2129 3624

This examiner grants 24% of resolved cases

Performance Statistics

24.2%
Allow Rate
-27.8% vs TC avg
494
Total Applications
+35.1%
Interview Lift
1728
Avg Prosecution Days
Based on 455 resolved cases, 2023–2026

Rejection Statute Breakdown

6.7%
§101 Eligibility
4.7%
§102 Novelty
87.8%
§103 Obviousness
0.8%
§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
18851116 Building Dispatch Stockpiles with Requisite Chemical Component Compositions Non-Final OA TECHNOLOGICAL RESOURCES PTY. LIMITED
17918579 WORK ASSIGNMENT DEVICE Non-Final OA Mitsubishi Electric Corporation
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
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
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
18521376 ENTERPRISE RESOURCE PLANNING SYSTEM WITH MANAGEMENT OF AUTOMATICALLY DEPLOYED DATA Final Rejection SAP SE
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
18158597 Efficient Feature Engineering for Recommender Systems Final Rejection The Boston Consulting Group, Inc.
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.
18610276 SYSTEMS AND METHODS FOR GENERATING APPLICATIONS AND WORKFLOWS FOR ENTERPRISE TASKS Non-Final OA EMA UNLIMITED, INC.
18477701 AUTOMATED QUALITY METRIC MODELS BASED ON CUSTOMER DATA Final Rejection Verint Americas 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

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