Prosecution Insights
Last updated: April 19, 2026

Examiner: PUJOLS-CRUZ, MARJORIE

Tech Center 3600 • Art Units: 3623 3624

This examiner grants 18% of resolved cases

Performance Statistics

18.4%
Allow Rate
-33.6% vs TC avg
186
Total Applications
+27.9%
Interview Lift
1160
Avg Prosecution Days
Based on 136 resolved cases, 2023–2026

Rejection Statute Breakdown

38.7%
§101 Eligibility
9.4%
§102 Novelty
43.3%
§103 Obviousness
6.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18792801 INTELLIGENT METHOD AND APPARATUS TO AUGMENT MODERATOR IN LIVE SESSION LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE Final Rejection Bank of America Corporation
18745292 AUTOMATICALLY SCHEDULING AND ROUTE PLANNING FOR SERVICE PROVIDERS Non-Final OA WALMART APOLLO, LLC
17304413 TERMINAL MANAGEMENT SYSTEM Final Rejection Capital One Services, LLC
18837566 TASK CREATION METHOD, APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT Final Rejection Beijing Zitiao Network Technology Co., Ltd.
18642485 MULTI-TASK DEEP LEARNING OF CUSTOMER DEMAND Final Rejection ADP, Inc.
18132805 MULTI-TASK DEEP LEARNING OF TIME RECORD EVENTS Final Rejection ADP, INC.
18735473 SHIFT GENERATION SYSTEM, SHIFT GENERATION METHOD, AND NON-TRANSITORY RECORDING MEDIUM STORING COMPUTER-READABLE SHIFT GENERATION PROGRAM Non-Final OA KONICA MINOLTA, INC.
18260851 METHOD AND DEVICE FOR CONTROLLING VEHICLES TO PERFORM Non-Final OA GRABTAXI HOLDINGS PTE. LTD
19029862 CUSTOMIZABLE COMMUNICATION PROCESS FLOW PATH METRICS Non-Final OA Salesforce, Inc.
18261035 INFORMATION PROCESSING DEVICE Non-Final OA PIONEER CORPORATION
18846964 MAN-HOUR INPUT PLAN GENERATION SYSTEM AND MAN-HOUR INPUT PLAN GENERATION METHOD Final Rejection Hitachi Astemo, Ltd.
18960511 DYNAMIC ALGO CONTAINER FRAMEWORK Non-Final OA Tata Consultancy Services Limited
17817148 METHOD AND SYSTEM FOR RECOMMENDING IMPROVEMENT OPPORTUNITIES IN ENTERPRISE OPERATIONS Final Rejection Tata Consultancy Services Limited
18807644 SYSTEMS AND METHODS FOR PROPOSAL ACCEPTANCE IN A TASK DETERMINATION SYSTEM Final Rejection PANASONIC WELL LLC
17929111 SYSTEMS AND METHODS FOR GENERATING AND PRESENTING DYNAMIC TASK SUMMARIES Final Rejection PANASONIC WELL LLC
17819467 SYSTEMS AND METHODS FOR PROPOSAL ACCEPTANCE IN A TASK DETERMINATION SYSTEM Non-Final OA PANASONIC WELL LLC
17483941 AI AUTO-SCHEDULER Non-Final OA Hexagon Technology Center GmbH
19008913 METHOD FOR GENERATING OPERATION SCHEDULING SCHEME OF HYDROGEN-PHOTOVOLTAIC-STORAGE-CHARGING INTEGRATED ENERGY STATION Non-Final OA STATE GRID NANJING POWER SUPPLY COMPANY
18601750 APPARATUS AND A METHOD FOR THE IDENTIFICATION OF DYNAMIC SUB-TARGETS Final Rejection The Strategic Coach Inc.
19000302 Organizations as Dissipative Structures Utilizing Cooperative Games to Dynamically Align Value, Strategy and Operations within a Probabilistic Framework Non-Final OA Value-Driven Strategic Consulting LLC
18876686 CTC-BASED TRAIN OPERATION ADJUSTMENT METHOD AND APPARATUS Non-Final OA CASCO SIGNAL LTD.
18904649 METHOD OF COLLECTING CONSUMER FEEDBACK IN THE METAVERSE Non-Final OA FIRST INSIGHT, INC.
18200058 METHOD AND SYSTEM FOR CALCULATING LEVEL OF FRICTION WITHIN A CUSTOMER AND AGENT INTERACTION, FOR QUALITY IMPROVEMENT THEREOF, IN A CONTACT CENTER Final Rejection NICE LTD.
18057553 SYSTEM AND METHOD FOR PROVIDING PROBABILITY OF TIME-OFF GETTING APPROVED Final Rejection NICE LTD.
18791731 METHOD AND SYSTEM FOR CYBERSECURITY INCIDENT RESOLUTION Non-Final OA Cognitive Security Inc
18735906 SYSTEMS AND METHODS FOR TRANSFORMATION AND MANAGEMENT OF DATA WITHIN A CONFIGURABLE NETWORK Final Rejection Stuzo, LLC
18174434 WALLET STEERING: SYSTEM, ENGINE, METHOD, AND PROFESSIONAL SERVICES TO PROGRAMMATICALLY, PRECISELY, AND PROFITABLY STEER CONSUMER PURCHASES FROM ONE BUSINESS TO ANOTHER AND/OR ONE PRODUCT/SERVICE TO ANOTHER, AND/OR ONE PAYMENT TENDER TO ANOTHER Final Rejection Stuzo, LLC
18582948 HYBRID CLASSIC-QUANTUM SYSTEM FOR LARGE CAPACITATED VEHICLE ROUTING PROBLEM (CVRP) Final Rejection Unisys Corporation
17988980 AUTOMATED MANAGEMENT OF COMPLIANCE TRAINING Non-Final OA KnowBe4, Inc.
17037130 STRUCTURED LIABILITY RISKS PARAMETRIZING AND FORECASTING SYSTEM PROVIDING COMPOSITE MEASURES BASED ON A REDUCED-TO-THE-MAX OPTIMIZATION APPROACH AND QUANTITATIVE YIELD PATTERN LINKAGE AND CORRESPONDING METHOD Final Rejection Swiss Reinsurance Company Ltd.

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