Prosecution Insights
Last updated: April 19, 2026

Examiner: MCLEAN, IAN SCOTT

Tech Center 2600 • Art Units: 2654

This examiner grants 43% of resolved cases

Performance Statistics

43.2%
Allow Rate
-18.8% vs TC avg
84
Total Applications
+31.0%
Interview Lift
1174
Avg Prosecution Days
Based on 44 resolved cases, 2023–2026

Rejection Statute Breakdown

9.9%
§101 Eligibility
27.2%
§102 Novelty
60.0%
§103 Obviousness
2.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18438225 ELECTRONIC DEVICE FOR IDENTIFYING SYNTHETIC VOICE AND CONTROL METHOD THEREOF Final Rejection SAMSUNG ELECTRONICS CO., LTD.
17855985 CONTEXTUALIZED CONTENT DELIVERY FOR MORTGAGES Final Rejection Truist Bank
18436261 INTELLIGENT STEWARD PLATFORM FOR VALIDATION OF LARGE LANGUAGE MODEL (LLM) OUTPUTS Final Rejection Bank of America Corporation
18657099 GOAL-DRIVEN INCIDENT SUMMARIZATION Non-Final OA International Business Machines Corporation
18127166 DEVICE AND METHOD FOR PERSONALITY ASSESSMENT BASED ON NATURAL LANGUAGE PROCESSING Non-Final OA KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION
17723129 DOCKETING TRANSLATION TOOL Final Rejection Black Hills IP Holdings, LLC
18193572 HALLUCINATION MITIGATION FOR GENERATIVE TRANSFORMER MODELS Non-Final OA QUALCOMM Incorporated
18794986 MANAGING DATE-TIME INTERVALS IN TRANSFORMING NATURAL LANGUAGE TO A LOGICAL FORM Non-Final OA Oracle International Corporation
18455072 DATA EXTRACTION USING DIFFERENT TRAINED MODELS Final Rejection SAP SE
18674519 NOISE CANCELLATION FOR OPEN MICROPHONE MODE Non-Final OA Amazon Technologies, Inc.
18509460 AUTOMATIC CONSTRUCTION METHOD FOR PARALLEL CORPORA AND INFORMATION PROCESSING APPARATUS Final Rejection Fujitsu Limited
17724066 ALGORITHMIC TOPIC CLUSTERING OF DATA FOR REAL-TIME PREDICTION AND LOOK-ALIKE MODELING Non-Final OA Zeta Global Corp.
18300930 Efficiently Extendable In-Interpreter Natural Language Agent Non-Final OA ServiceNow, Inc.
18643582 NOISE SUPPRESSION MODEL USING GATED LINEAR UNITS Non-Final OA SKYWORKS SOLUTIONS, INC.
18820028 LABEL-LOOPING PREDICTION FOR AUTOMATIC SPEECH RECOGNITION AND OTHER AI SYSTEMS Non-Final OA NVIDIA Corporation
18641535 Dialogue Localization Final Rejection Sony Interactive Entertainment Europe Limited
18627022 GRADUAL GRADIENT-BASED PRUNING FOR MULTILINGUAL NEURAL MACHINE TRANSLATION Non-Final OA Zoom Video Communications, Inc.
18661990 VOICE ASSISTANT APPLICATION FOR AUTOMATED VOICE RESPONSES BY LICENSED VOICES Non-Final OA Intrepid Services LLC
18647358 REDUCED DATA MACHINE LEARNING CUSTOMIZATION AND OUTCOME REFINEMENT Non-Final OA Fossick LLC
17967505 CONTEXT-BASED NATURAL LANGUAGE PROCESSING Final Rejection Satisfi Labs Inc.

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