Prosecution Insights
Last updated: April 19, 2026

Examiner: SHANMUGASUNDARAM, KANNAN

Tech Center 2100 • Art Units: 2158 2168

This examiner grants 72% of resolved cases

Performance Statistics

71.8%
Allow Rate
+16.8% vs TC avg
603
Total Applications
+37.0%
Interview Lift
1366
Avg Prosecution Days
Based on 579 resolved cases, 2023–2026

Rejection Statute Breakdown

12.2%
§101 Eligibility
26.0%
§102 Novelty
48.8%
§103 Obviousness
6.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17900103 Unsupervised Labeling for Enhancing Neural Network Operations Final Rejection Bank of America Corporation
18365047 NORMALIZATION SCHEME FOR SELF-ATTENTION NEURAL NETWORKS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18973825 SEARCH RESULT ANNOTATIONS Final Rejection Google LLC
18803179 Scalable Low-Loss Disaster Recovery for Data Stores Non-Final OA Oracle International Corporation
18428372 IDENTIFYING COMPONENTS TO OBTAIN AND PROCESS DATA ACCORDING TO A QUERY Final Rejection Cisco Technology, Inc.
18214897 NEURAL NETWORK SPLITTER Non-Final OA STMicroelectronics International N.V.
19060273 GENERATIVE ARTIFICIAL INTELLIGENCE ENTERPRISE SEARCH Non-Final OA C3.ai, Inc.
18141988 SHARING RADIO ACCESS NETWORK INFORMATION Final Rejection NVIDIA Corporation
18146529 Method And System For Computing Aggregable And Aligned Fingerprints Of Sets For Fast Cardinality, Overlap And Similarity Computation Non-Final OA Dynatrace LLC
16982199 MECHANISMS FOR SERVICE LAYER RESOURCE RANKING AND ENHANCED RESOURCE DISCOVERY Non-Final OA CONVIDA WIRELESS, LLC
18272780 COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR RESOLVING CLOSED LOOPS IN AUTOMATIC FAULT TREE ANALYSIS OF A MULTI-COMPONENT SYSTEM Non-Final OA SIEMENS INDUSTRY SOFTWARE NV
18493578 GENERATING PERIOD-OVER-PERIOD CALCULATIONS USING A CLOUD-BASED DATA WAREHOUSE Non-Final OA SIGMA COMPUTING, INC.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month