Prosecution Insights
Last updated: April 19, 2026

Examiner: WALLICK, STEPHANIE SHOSHANA

Tech Center 3600 • Art Units: 3628

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-18.7% vs TC avg
67
Total Applications
+40.9%
Interview Lift
850
Avg Prosecution Days
Based on 27 resolved cases, 2023–2026

Rejection Statute Breakdown

31.6%
§101 Eligibility
6.4%
§102 Novelty
36.7%
§103 Obviousness
22.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18417930 ARTIFICIAL INTELLIGENCE DRIVEN BUSINESS REPORTING Non-Final OA Wells Fargo Bank, N.A.
18558105 AUTOMATED RECOGNITION OF FARE DODGERS Final Rejection ZF Friedrichshafen AG
18526502 SYSTEM AND METHOD FOR VERSATILE TRAVEL BOOKING AND TRAVEL DATA MANAGEMENT Final Rejection AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
18538335 Intermediate System, Intermediate Method, And Ride-Offering System Final Rejection Kia Corporation
19076824 INFORMATION PROCESSING DEVICE Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
19034634 INFORMATION PROCESSING DEVICE, BATTERY DEVICE, AND INFORMATION PROCESSING SYSTEM Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18962135 BATTERY SWAP SYSTEM, BATTERY SWAP APPARATUS, AND BATTERY SELECTION METHOD Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18850539 TOLL-FREE SUBSCRIPTION AND RENTAL SERVICE SYSTEM Non-Final OA LIFE LABO CO., LTD.
18319499 PRINTING COST CALCULATION SYSTEM, PRINTING COST CALCULATION METHOD, PRINTING COST CALCULATION APPARATUS, TERMINAL APPARATUS, AND RECORDING MEDIUM Final Rejection Konica Minolta, Inc.
19094778 SYSTEM AND METHOD FOR IMPROVING CUSTOMER ENGAGEMENT Non-Final OA DevRev, Inc.
19072540 SYSTEM AND METHOD FOR PROCESSING USING WEIGHT DATA Non-Final OA DoorDash, Inc.
18713715 TRANSPORT PLAN GENERATING DEVICE, TRANSPORT PLAN GENERATING METHOD, AND TRANSPORT PLAN GENERATING PROGRAM Non-Final OA HONDA MOTOR CO., LTD.
18442983 AIRCRAFT MANAGEMENT SYSTEM AND AIRCRAFT MANAGEMENT METHOD Non-Final OA HONDA MOTOR CO., LTD.
18733920 COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA Fujitsu Limited
18998709 CHARGING-TO-ROOM SYSTEM Non-Final OA Kotozna, Inc.
19029761 SYSTEMS AND METHODS OF A TRANSITION AND NOTIFICATION PROTOCOL Non-Final OA PREORDAIN LLC
18854430 SYSTEM FOR THE AUTOMATIC LOADING AND UNLOADING OF PARCEL DELIVERY VEHICLES AND A SUITABLE PARCEL DELIVERY VEHICLE FOR THIS PURPOSE Non-Final OA INNOVATIVE ROBOT DELIVERY GMBH
18318102 WAREHOUSE SYSTEM FOR ASSET TRACKING AND LOAD SCHEDULING Non-Final OA KoiReader Technologies, Inc.
18675606 DYNAMIC SYSTEM AND METHOD FOR DELIVERY TO A MOVING CUSTOMER FOR A DELIVERY Non-Final OA Storyville Coffee Company LLC
18631883 ACTIVITY TIME RESERVATION AND MANAGEMENT SYSTEM Final Rejection GOLFdistrict Inc.
18276131 RENEWABLE ENERGY USAGE WITHIN WIRELESS NETWORKS Final Rejection Rakuten Symphony, Inc.
18525437 INTERACTIVE TOOL FOR INTELLIGENT COMPETITOR SET IDENTIFICATION AND COMPARISON FOR HOME BUILDER COMMUNITIES Final Rejection Lennar Corporation
18525731 INTERACTIVE TOOL FOR MACHINE LEARNING-BASED HOME COMPARISON AND MULTI-DIMENSIONAL MARKET ANALYSIS Final Rejection Lennar Corporation
18375928 Method and System for GNSS Tolling with Dynamic Toll Adjustment Using In-Vehicle Data Non-Final OA VM Consolidated, Inc.
18356868 METHOD AND SYSTEM FOR PEOPLE INTERACTION Final Rejection Just Crossed Corp.
18197665 SYSTEM AND METHOD FOR RETURN MAIL PROCESSING Final Rejection The Imagine Group, LLC

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