Prosecution Insights
Last updated: April 19, 2026

Examiner: KELLS, ASHER

Tech Center 2100 • Art Units: 2144 2171 2178

This examiner grants 78% of resolved cases

Performance Statistics

78.4%
Allow Rate
+23.4% vs TC avg
647
Total Applications
+10.9%
Interview Lift
907
Avg Prosecution Days
Based on 625 resolved cases, 2023–2026

Rejection Statute Breakdown

12.8%
§101 Eligibility
20.7%
§102 Novelty
37.7%
§103 Obviousness
22.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18431402 METHOD AND SYSTEM FOR IDENTIFYING DARK PATTERNS OVER USER INTERFACE IMPACTING USER HEALTH Non-Final OA Samsung Electronics Co., Ltd.
18330507 MACHINE LEARNING FOR AUTOMATIC CASING ANOMALY CLASSIFICATION FROM ELECTROMAGNETIC DATA Non-Final OA Saudi Arabian Oil Company
18586798 SYSTEMS AND METHODS FOR DYNAMICALLY AUTOMATING SUBMISSIONS Non-Final OA Capital One Services, LLC
18435673 ADAPTIVE ELECTRONIC MESSAGING BASED ON USER INTERACTION Non-Final OA Capital One Services, LLC
19094622 COMMENT PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18039699 METHOD AND APPARATUS FOR CONTROLLING TRAINING DATA Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
17092115 Command Processing Using Multimodal Signal Analysis Non-Final OA Apple Inc.
18680096 FONT MANAGEMENT ENGINE IN A DESIGN SYSTEM Non-Final OA Microsoft Technology Licensing, LLC
18216512 FEATURE DISCOVERY LAYER Non-Final OA MICROSOFT TECHNOLOGY LICENSING, LLC
18657488 VIDEO EDITING APPLICATION FOR MOBILE DEVICES Non-Final OA Snap Inc.
18430115 Scroller Interface for Transcription Navigation Non-Final OA Google LLC
17936975 NEURAL FEATURE SELECTION AND FEATURE INTERACTION LEARNING Non-Final OA Intel Corporation
18420308 DOCUMENT TEMPLATE GENERATION Non-Final OA DocuSign, Inc.
18362235 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA FUJIFILM Business Innovation Corp.
18505779 Structured Data Objects For Dynamic Form Rendering Based On Contextual Information Final Rejection Live Oak Banking Company
18551869 INTEGRATED USER INTERFACE PLATFORM DEVELOPMENT SYSTEM AND METHOD OF SINGLE-PAGE APPLICATION TYPE Non-Final OA INSWAVE SYSTEMS CO., LTD.
18159059 SYSTEM FOR CURB CAP SIZE SELECTION IN AN EXHAUST FAN Non-Final OA Greenheck Fan Corporation
17468006 SYSTEM AND METHOD FOR MANAGEMENT OF PROJECTS Final Rejection BLOOMBERG INDUSTRY GROUP, INC.

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