Prosecution Insights
Last updated: May 29, 2026

Examiner: SPRATT, BEAU D

Tech Center 2800 • Art Units: 2123 2143 2863

This examiner grants 79% of resolved cases

Performance Statistics

78.9%
Allow Rate
+10.9% vs TC avg
469
Total Applications
+25.2%
Interview Lift
1099
Avg Prosecution Days
Based on 445 resolved cases, 2023–2026

Rejection Statute Breakdown

1.5%
§101 Eligibility
4.2%
§102 Novelty
92.3%
§103 Obviousness
1.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18258728 MACHINE LEARNING MODEL RENEWAL Non-Final OA Nokia Technologies Oy
17809599 SURVEILLANCE DATA FILTRATION TECHNIQUES Final Rejection DEKA Products Limited Partnership
18084267 DATA PROCESSING METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18178351 MANAGING DATA DRIFT IN MACHINE LEARNING MODELS USING INCREMENTAL LEARNING AND EXPLAINABILITY Non-Final OA Cypress Semiconductor Corporation
18207616 AUGMENTING ARTIFICIAL INTELLIGENCE PROMPT DESIGN WITH EMOTIONAL CONTEXT Non-Final OA Microsoft Technology Licensing, LLC
18130339 DETERMINISTIC TRAINING OF MACHINE LEARNING MODELS Non-Final OA Google LLC
18075667 N-1 EXPERTS: MODEL SELECTION FOR UNSUPERVISED ANOMALY DETECTION Non-Final OA Oracle International Corporation
18174190 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM PRODUCT Final Rejection KABUSHIKI KAISHA TOSHIBA
18334897 DATA ANALYSIS SYSTEM, DATA ANALYSIS METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM Non-Final OA KABUSHIKI KAISHA YASKAWA DENKI
17968175 SYSTEMS AND METHODS FOR COMMUNICATION-EFFICIENT MODEL AGGREGATION IN FEDERATED NETWORKS FOR CONNECTED VEHICLE APPLICATIONS Non-Final OA Toyota Motor Engineering & Manufacturing North America, Inc.
18198898 MULTI-VIEW SINGLE-FRAME PHASE DEMODULATION METHOD BASED ON STRUCTURED LIGHT FIELD AND RELATED COMPONENTS Non-Final OA Shenzhen University
18341146 Asset Operating State Analyzer Non-Final OA Aspen Tech Corporation
18206452 TUNING HYPERPARAMETERS FOR POSTPROCESSING OUTPUT OF MACHINE LEARNING MODELS Non-Final OA LandingAI Inc.

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