Prosecution Insights
Last updated: August 17, 2026

Examiner: SHANMUGASUNDARAM, KANNAN

Tech Center 2100 • Art Units: 2158 2161 2168

This examiner grants 72% of resolved cases

Performance Statistics

72.3%
Allow Rate
+17.3% vs TC avg
614
Total Applications
+36.2%
Interview Lift
1325
Avg Prosecution Days
Based on 591 resolved cases, 2023–2026

Rejection Statute Breakdown

13.2%
§101 Eligibility
23.2%
§102 Novelty
52.0%
§103 Obviousness
5.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19233416 SYSTEM AND METHOD FOR CONTROLLING ACCESS TO SECURE DATA RECORDS IN A WEB BROWSING SESSION Non-Final OA The Toronto-Dominion Bank
18521205 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND COMPUTER PROGRAM PRODUCT Final Rejection KABUSHIKI KAISHA TOSHIBA
19248804 DATA ATTRIBUTE RETRIEVAL Non-Final OA Capital One Services, LLC
18692907 MODEL TRAINING APPARATUS, MODEL TRAINING METHOD, AND COMPUTER READABLE MEDIUM Non-Final OA NEC Corporation
18417363 SYSTEMS AND METHODS FOR SEMI-SUPERVISED ANOMALY DETECTION THROUGH ENSEMBLE STACKING Non-Final OA Walmart Apollo, LLC
19288086 SYSTEM AND METHOD FOR AUTOMATICALLY ENRICHING DATASETS WITH SYSTEM KNOWLEDGE DATA Non-Final OA ORACLE INTERNATIONAL CORPORATION
19246678 DETECTION AND REMOVAL OF PREDEFINED SENSITIVE INFORMATION TYPES FROM ELECTRONIC DOCUMENTS Non-Final OA Microsoft Technology Licensing, LLC
19070191 QUERY MODALITY RECOMMENDATION FOR SEARCH Final Rejection eBay Inc.
18141988 SHARING RADIO ACCESS NETWORK INFORMATION Non-Final OA NVIDIA Corporation
18428372 IDENTIFYING COMPONENTS TO OBTAIN AND PROCESS DATA ACCORDING TO A QUERY Non-Final OA Cisco Technology, Inc.
19233692 INTERMEDIATE STORAGE DEVICE, COMPUTER SYSTEM, AND COMPUTER COMMAND PREPROCESSING METHOD Final Rejection GIGA-BYTE TECHNOLOGY CO., LTD.
18214897 NEURAL NETWORK SPLITTER Final Rejection STMicroelectronics International N.V.
18533286 SKETCH-BASED TABULAR REPRESENTATION LEARNING FOR DATASET DISCOVERY Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
19201331 GRAPH DATA WRITE METHODS AND GRAPH DATA WRITE APPARATUSES FOR DISTRIBUTED GRAPH DATABASE Non-Final OA Alipay (Hangzhou) Information Technology Co., Ltd.
19197554 SYSTEMS AND METHODS FOR MANAGING A DATABASE STORING CLAUSES Final Rejection RELX Inc.

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