Prosecution Insights
Last updated: August 18, 2026

Examiner: AZIZ, SHEZA ABDUL

Tech Center 2600 • Art Units: 2657

This examiner grants 0% of resolved cases

Performance Statistics

Allow Rate
-62.0% vs TC avg
11
Total Applications
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

6.5%
§101 Eligibility
3.2%
§102 Novelty
67.7%
§103 Obviousness
22.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18770309 ACTIVE SOUND MANAGEMENT SYSTEM IN A WORK MACHINE Non-Final OA Deere & Company
18964785 Machine Learning Aspect Based Sentiment Analysis Non-Final OA Oracle International Corporation
18951420 COMPUTER SYSTEM AND CONTROL SUPPORT METHOD FOR CONTROL TARGET SYSTEM Non-Final OA Hitachi, Ltd.
18969702 MODEL TRAINING DEVICE, MODEL TRAINING METHOD AND AUTOMATIC SPEECH RECOGNITION APPARATUS FOR IMPROVING SPEECH RECOGNITION OF NON-NATIVE SPEAKERS Non-Final OA KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY
18980321 METHODS, SYSTEMS, AND DEVICES FOR AUTOMATING THE GENERATION OF A RESPONSE TO A REQUEST FOR INFORMATION UTILIZING ARTIFICIAL INTELLIGENCE (AI) Non-Final OA AT&T Intellectual Property I, L.P.
18957257 GRAPH-BASED CONTEXT RETRIEVAL FOR LARGE LANGUAGE MODELS Non-Final OA Adobe Inc.
18762969 METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING SERVICE MODE Final Rejection Dell Products L.P.
18345204 PRODUCING A SUMMARY OF A TEXT USING INCREMENTAL CONCEPT PROGRESSION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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