Prosecution Insights
Last updated: August 18, 2026

Examiner: WALTON, CHESIREE A

Tech Center 3600 • Art Units: 1758 3624

This examiner grants 30% of resolved cases

Performance Statistics

30.2%
Allow Rate
-21.8% vs TC avg
274
Total Applications
+29.4%
Interview Lift
1192
Avg Prosecution Days
Based on 225 resolved cases, 2023–2026

Rejection Statute Breakdown

39.6%
§101 Eligibility
7.1%
§102 Novelty
46.0%
§103 Obviousness
5.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18902510 ITEM-LEVEL PRESCRIPTIVE RECOMMENDATIONS Final Rejection NCR Voyix Corporation
18494204 METHOD FOR OPERATING A MICROELECTROMECHANICAL INERTIAL SENSOR AND SYSTEM FOR CARRYING OUT THE METHOD Final Rejection Robert Bosch GmbH
18625599 MANUFACTURING SCHEDULING BASED ON REWARD REWEIGHTING Non-Final OA Samsung Display Co., Ltd.
18718674 BATTERY STATE ESTIMATING APPARATUS AND METHOD Non-Final OA LG ENERGY SOLUTION, LTD.
18700784 Computer-Implemented Method and System for Improving the Signal Quality of Sensor Data Non-Final OA Siemens Aktiengesellschaft
18425409 ARTIFICIAL INTELLIGENCE SYSTEMS AND METHODS CONFIGURED TO PREDICT TEAM MANAGEMENT DECISIONS Final Rejection STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
17411666 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH A MEMORY MANAGEMENT MODULE Non-Final OA ROYAL BANK OF CANADA
18780999 MACHINE LEARNING APPROACH TO DETERMINISTIC USE OF INTERVENTIONS IN RELATION TO PHYSICAL OBJECT DISCREPANCY Final Rejection Maplebear Inc.
19250844 METHOD AND DEVICE FOR PROVIDING PERSONALIZED WORK INFORMATION Non-Final OA Korea Advanced Institute of Science and Technology
18595160 SIMILAR ITEM FORECASTING Final Rejection Target Brands, Inc.
18218873 Tiered Creative Micro-Community System Non-Final OA Bank of America Corporation
17665229 SYSTEM AND METHOD FOR ELECTRONIC DATA FLOW OPTIMIZATION VIA INTELLIGENT MACHINE LEARNING Non-Final OA BANK OF AMERICA CORPORATION
17544077 ADJUSTING MACHINE LEARNING MODELS BASED ON SIMULATED FAIRNESS IMPACT Non-Final OA International Business Machines Corporation
18423673 MIX MODELING FOR MEDIA CONTENT Non-Final OA DISH Network Technologies India Private Limited
18929363 DETERMINING AND APPLYING ATTRIBUTE DEFINITIONS TO DIGITAL SURVEY DATA TO GENERATE SURVEY ANALYSES Final Rejection Qualtrics, LLC

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