Prosecution Insights
Last updated: April 19, 2026

Examiner: MAMILLAPALLI, PAVAN

Tech Center 3600 • Art Units: 2159 2646 3624

This examiner grants 80% of resolved cases

Performance Statistics

80.3%
Allow Rate
+28.3% vs TC avg
764
Total Applications
+17.2%
Interview Lift
1192
Avg Prosecution Days
Based on 743 resolved cases, 2023–2026

Rejection Statute Breakdown

24.1%
§101 Eligibility
8.0%
§102 Novelty
51.7%
§103 Obviousness
8.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18505687 SYSTEMS AND METHODS FOR DYNAMICALLY DETERMINING PROCEDURES FOR ELECTRONIC COMMUNICATIONS USING CELLULAR AUTOMATON PROCESSING Non-Final OA BANK OF AMERICA CORPORATION
19016017 TECHNIQUES FOR PROVIDING RELEVANT SEARCH RESULTS FOR SEARCH QUERIES Non-Final OA Apple Inc.
18163431 GENERATION OF OPTIMIZED DATA CUBES Non-Final OA International Business Machines Corporation
18263322 STATE CHANGE DETECTION FOR RESUMING CLASSIFICATION OF SEQUENTIAL SENSOR DATA ON EMBEDDED SYSTEMS Non-Final OA QUALCOMM Incorporated
19070350 INTENT DRIVEN DASHBOARD RECOMMENDATIONS Non-Final OA Tableau Software, LLC
19025190 RULES MANAGEMENT FRAMEWORK FOR HETEROGENEOUS QUESTIONS AND ANSWERS MAPPING USING ARTIFICIAL INTELLIGENCE Non-Final OA BOLT Solutions, Inc.
18655652 Systems and Methods for Depth Based Cache Authoritativeness Non-Final OA RELATIVITY ODA LLC
18457171 COMPUTATIONAL STORAGE FOR AN ENERGY-EFFICIENT DEEP NEURAL NETWORK TRAINING SYSTEM Non-Final OA SK hynix Inc.
18828733 CONTEXT FOR LANGUAGE MODELS Final Rejection Elasticsearch B. V.
18071058 ELECTRONIC APPARATUS FOR WEIGHT REDUCTION OF 3D OBJECT DETECTION MODEL BASED ON KNOWLEDGE DISTILLATION AND WEIGHT REDUCTION METHOD THEREOF Non-Final OA AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
18974948 METHOD, SYSTEM, AND PROGRAM FOR SEARCHING SIMILAR CONTENT BASED ON LARGE LANGUAGE MODELS Final Rejection CJ OliveNetworks Co., Ltd.
18455332 METHODS AND SYSTEMS FOR PREDICTING DATA QUALITY METRICS Non-Final OA Royal Bank of Canada
18221271 DELETION OPERATIONS IN QUANTUM DATABASE SYSTEMS Non-Final OA Abu Dhabi University
18258899 METHOD, DEVICE AND COMPUTER-READABLE MEDIUM FOR TRAINING MACHINE LEARNING MODEL PERFORMING COMPETENCY EVALUATION ON PLURALITY OF COMPETENCIES Non-Final OA GENESIS LAB INC.
18176721 SYSTEMS AND METHODS FOR SENSOR MONITORING AND SENSOR-RELATED CALCULATIONS Non-Final OA LIZARD MONITORING LLC

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