Prosecution Insights
Last updated: May 29, 2026

Examiner: SINGH, AMRESH

Tech Center 2100 • Art Units: 2154 2159 2169

This examiner grants 76% of resolved cases

Performance Statistics

75.8%
Allow Rate
+20.8% vs TC avg
644
Total Applications
+22.3%
Interview Lift
1355
Avg Prosecution Days
Based on 612 resolved cases, 2023–2026

Rejection Statute Breakdown

3.5%
§101 Eligibility
10.8%
§102 Novelty
79.3%
§103 Obviousness
1.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18514293 AUTOMATED CONVERSION OF DATA TRANSFORMATION FUNCTIONS Non-Final OA AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
18444769 BLOCKCHAIN GENERATION METHOD AND APPARATUS Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
17966637 PROGRAM ACCELERATORS WITH MULTIDIMENSIONAL NESTED COMMAND STRUCTURES Final Rejection Microsoft Technology Licensing, LLC
18007871 Automatic Selection of Quantization and Filter Pruning Optimization Under Energy Constraints Final Rejection Google LLC
19089252 APPARATUS AND METHOD FOR LEARNING MIXED DATA FOR APPROXIMATE QUERIES Non-Final OA ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18793378 CORRUPTED STORAGE PORTION RECOVERY IN A MEMORY DEVICE Non-Final OA Micron Technology, Inc.
19091861 DATA SERIALIZATION IN A DISTRIBUTED EVENT PROCESSING SYSTEM Non-Final OA Oracle International Corporation
18181239 SECRET MANAGEMENT Final Rejection Oracle International Corporation
18328514 SEMI-SUPERVISED MACHINE LEARNING MODEL FRAMEWORK FOR UNLABELED LEARNING Non-Final OA Paypal, Inc.
18671191 Decision Making Support for Features Published in Digital Format with Non-AIRAC Valid Time Final Rejection The Boeing Company
19170300 ARTIFICIAL INTELLIGENCE CHATBOT Non-Final OA Honeywell International Inc.
18260740 CONTEXT DISCOVERY SYSTEM AND METHOD Final Rejection Honeywell International Inc.
19051047 DECLARATIVE AGENT WITH HIERARCHICAL COMPONENTS USING LARGE LANGUAGE MACHINE-LEARNED MODELS Final Rejection Sierra Technologies, Inc.
18294104 INFORMATION PROCESSING APPARATUS, NODE SELECTION METHOD, AND PROGRAM Final Rejection NTT, Inc.
18510233 LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE TO IDENTIFY PRODUCTS FOR COMPLETING A TASK DEFINED BY A SEARCH QUERY Final Rejection eBay Inc.
18739299 Systems and Methods for Sequential Retrieval Augmented Generation Final Rejection Splunk Inc.
17552445 SYSTEM AND METHOD FOR CLUSTERING EMAILS IDENTIFIED AS SPAM Non-Final OA AO Kaspersky Lab.
18825943 Self-Learning and Repairing Robotic Process Automation for Telecom Expense Management Final Rejection Tangoe US, Inc.
18318502 DISTRIBUTED DATA AND DIGITAL DELIVERY PLATFORM FOR INTEGRATED SUSTAINMENT AND MAINTENANCE Non-Final OA Raytheon Company

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