Prosecution Insights
Last updated: August 17, 2026

Examiner: BEJCEK II, ROBERT H

Tech Center 4100 • Art Units: 2123 2124 2127 2129 2148 4100

This examiner grants 64% of resolved cases

Performance Statistics

63.5%
Allow Rate
+3.5% vs TC avg
283
Total Applications
+22.7%
Interview Lift
1388
Avg Prosecution Days
Based on 255 resolved cases, 2023–2026

Rejection Statute Breakdown

22.6%
§101 Eligibility
10.2%
§102 Novelty
41.6%
§103 Obviousness
22.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18481685 MULTI-MODEL INFERENCE PIPELINE AND SYSTEM Non-Final OA THE TORONTO-DOMINION BANK
17405875 SYSTEM AND METHOD FOR MACHINE LEARNING BASED GROUND TRUTH LABEL EVALUATION IN TRAINING DATA SETS Non-Final OA Samsung Electronics Co., Ltd.
17685891 COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR TRAINING A DATA-BASED POINT IN TIME DETERMINATION MODEL FOR DETERMINING AN OPENING POINT IN TIME OR A CLOSING POINT IN TIME OF AN INJECTION VALVE WITH THE AID OF MACHINE LEARNING METHODS Final Rejection Robert Bosch GmbH
17587407 TRUSTED PREDICTIVE ANALYTIC EXECUTION MIDDLEWARE Non-Final OA Intel Corporation
18702362 VISUALIZATION METHOD, VISUALIZATION DEVICE, AND RECORDING MEDIUM Non-Final OA NEC Corporation
17800305 TRAINING DATA GENERATION DEVICE, TRAINING DATA GENERATION METHOD, AND PROGRAM RECORDING MEDIUM Final Rejection NEC Corporation
16928573 MACHINE LEARNING METHOD FOR THE DENOISING OF ULTRASOUND SCANS OF COMPOSITE SLABS AND PIPES Non-Final OA Saudi Arabian Oil Company
17458081 TECHNIQUES FOR SCHEMA DRIFT DETECTION Non-Final OA Oracle International Corporation
16942507 NEUROMORPHIC MEMORY AND INFERENCE ENGINE STACKED WITH IMAGE SENSOR TO REDUCE DATA TRAFFIC TO HOST Non-Final OA Micron Technology, Inc.
18541962 METHOD AND SYSTEM FOR ESTIMATING OUTPUT UNCERTAINTY FOR DETERMINISTIC ARTIFICIAL NEURAL NETWORK Non-Final OA Korea Advanced Institute Of Science And Technology
17316103 MACHINE LEARNING WITH AUTOMATED ENVIRONMENT GENERATION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18731339 ADVANCED MODEL MANAGEMENT PLATFORM FOR OPTIMIZING AND SECURING AI SYSTEMS INCLUDING LARGE LANGUAGE MODELS Non-Final OA QOMPLX LLC

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