Prosecution Insights
Last updated: May 29, 2026

Examiner: THOMPSON, KYLE ALLMAN

Tech Center 3600 • Art Units: 2125 3656

This examiner grants 86% of resolved cases

Performance Statistics

85.7%
Allow Rate
+33.7% vs TC avg
28
Total Applications
+33.3%
Interview Lift
1357
Avg Prosecution Days
Based on 7 resolved cases, 2023–2026

Rejection Statute Breakdown

25.5%
§101 Eligibility
2.1%
§102 Novelty
70.2%
§103 Obviousness
2.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18156645 DERIVING A COMPOUND METRIC USING MACHINE LEARNING MODEL PREDICTION OF USER BEHAVIOR AT A REMOTE LOCATION Non-Final OA Capital One Services, LLC
17614433 CAVITY FILTER TUNING USING IMITATION AND REINFORCEMENT LEARNING Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
17701101 NEURAL NETWORK TRAINING METHOD, DATA PROCESSING METHOD, AND RELATED APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17820711 METHOD OF PERFORMING CLASSIFICATION PROCESSING USING MACHINE LEARNING MODEL, INFORMATION PROCESSING DEVICE, AND COMPUTER PROGRAM Final Rejection SEIKO EPSON CORPORATION
18312243 STRUCTURE AWARE TRANSFORMERS FOR NATURAL LANGUAGE PROCESSING Non-Final OA MICROSOFT TECHNOLOGY LICENSING, LLC
18127357 Identification of Actions in Artificial Intelligence Planning Non-Final OA International Business Machines Corporation
18074574 ROBUST ENTITY MATCHING USING MACHINE LEARNING MODELS TRAINED ON HISTORICAL CUSTOMER DATA Final Rejection SAP SE
17610085 LEARNING MODEL GENERATION METHOD, PROGRAM, STORAGE MEDIUM, AND LEARNED MODEL Non-Final OA DAIKIN INDUSTRIES, LTD.
18267624 TRAFFIC PREDICTION Non-Final OA UNIVERSITEIT ANTWERPEN
17532402 TECHNIQUES FOR DETECTING AND SUGGESTING FIXES FOR DATA ERRORS IN DIGITAL REPRESENTATIONS OF INFRASTRUCTURE Final Rejection Bentley Systems, Incorporated
18180719 METHOD AND SYSTEM FOR RELATIONAL GENERAL CONTINUAL LEARNING WITH MULTIPLE MEMORIES IN ARTIFICIAL NEURAL NETWORKS Non-Final OA NavInfo Europe B.V.
18056456 PREDICTING RECORD TOPIC USING TRANSITIVE RELATIONS Final Rejection Oracle Financial Services Software Limited

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