Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2158 2161 2168
This examiner grants 72% of resolved cases
Kannan Shanmugasundaram has resolved 594 cases in Art Unit 2158. The examiner maintains an allowance rate of 72.4 percent. This figure provides a baseline for applicants to understand the probability of a grant in Tech Center 2100. The data shows an interview lift of 35.7 percent. This lift represents the difference in allowance rates between cases with and without interviews. Practitioners should consider this 35.7 percent lift when deciding whether to engage in direct communication.
The median days to allowance for this examiner is 1326. This duration represents the timeline for reaching a final resolution for the 594 resolved cases. Applicants in Art Unit 2158 can use this 1326-day metric to plan their prosecution schedules. The 72.4 percent allowance rate indicates the frequency of grants for this profile. With an interview lift of 35.7 percent, the role of the interview is a documented factor in the examiner's history. These metrics provide a view of the prosecution environment for this profile in Tech Center 2100.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19233416 | SYSTEM AND METHOD FOR CONTROLLING ACCESS TO SECURE DATA RECORDS IN A WEB BROWSING SESSION | Non-Final OA | The Toronto-Dominion Bank |
| 18692907 | MODEL TRAINING APPARATUS, MODEL TRAINING METHOD, AND COMPUTER READABLE MEDIUM | Non-Final OA | NEC Corporation |
| 18521205 | INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND COMPUTER PROGRAM PRODUCT | Final Rejection | KABUSHIKI KAISHA TOSHIBA |
| 18747834 | COMMUNICATION METHOD AND APPARATUS | Non-Final OA | Huawei Technologies Co., Ltd. |
| 19317412 | Infrastructure-As-Code Validation With Language Models | Non-Final OA | Google LLC |
| 18650998 | QUERY GENERATION FROM EVENT-BASED PATTERN MATCHING | Final Rejection | Capital One Services, 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 |
| 18141988 | SHARING RADIO ACCESS NETWORK INFORMATION | Non-Final OA | NVIDIA Corporation |
| 18214897 | NEURAL NETWORK SPLITTER | Final Rejection | STMicroelectronics International N.V. |
| 19288191 | GENERATING PERSONALIZED USER RECOMMENDATIONS USING WORD VECTORS | Non-Final OA | eBay Inc. |
| 19169611 | METHOD FOR RETRIEVAL-AUGMENTED GENERATION INTERACTING WITH GENERATIVE ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR | Non-Final OA | SAMSUNG SDS CO., LTD. |
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