Prosecution Insights
Last updated: May 29, 2026

Examiner: LOHARIKAR, ANAND R

Tech Center 3600 • Art Units: 3684 3688 3689

This examiner grants 69% of resolved cases

Performance Statistics

69.1%
Allow Rate
+17.1% vs TC avg
393
Total Applications
+25.9%
Interview Lift
1126
Avg Prosecution Days
Based on 366 resolved cases, 2023–2026

Rejection Statute Breakdown

25.4%
§101 Eligibility
16.9%
§102 Novelty
46.0%
§103 Obviousness
4.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18506763 SYSTEMS AND METHODS FOR PERSONALIZING A MERCHANT IDENTIFIER Non-Final OA Wells Fargo Bank, N.A.
18661667 ADAPTIVE RECOMMENDATION SYSTEM FOR GENERATING NEXT BEST SUGGESTIONS THROUGH DYNAMIC USER QUERY INTERPRETATION Non-Final OA Walmart Apollo, LLC
18655459 STORAGE ARRAY DRIVE RECOMMENDATION TAILORED TO WORKLOAD CHARACTERISTICS Non-Final OA Dell Products L.P.
18760876 GENERATING CUSTOMIZABLE AVATAR OUTFITS Non-Final OA Snap Inc.
18749449 Location Triggered Processes Non-Final OA Apple Inc.
18919514 Management Method, Server, And Custom Product Management System Non-Final OA SEIKO EPSON CORPORATION
18613661 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD FOR PREDICTING PREFERENCE OF USER GROUP Final Rejection Rakuten Group, Inc.
18393380 TRAINING DATA GENERATION BY BUCKETING USERS BASED ON OUTPUT OF A CONTEXTUAL BANDIT MODEL Final Rejection Maplebear Inc.
18858270 COMMODITY INFORMATION PROCESSING METHOD, APPARATUS, READABLE MEDIUM AND ELECTRONIC DEVICE Non-Final OA Beijing Youzhuju Network Technology Co., Ltd.
18566046 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM Final Rejection ZOZO, Inc.
18817988 GENERATING AND USING TOKENS TO REQUEST SERVICES AND ACCESS TO A PRODUCT COLLABORATION PLATFORM Non-Final OA Zazzle Inc.
18387081 CROSS-DOMAIN RECOMMENDATION VIA CONTRASTIVE LEARNING OF USER BEHAVIORS IN ATTENTIVE SEQUENCE MODELS Non-Final OA ETSY, Inc.
18538630 FAI MODEL DRIVEN RECOMMENDATION SYSTEM AND METHOD Final Rejection CloudBlue LLC
18506850 COMPUTER-IMPLEMENTED VISUAL DECISION SUPPORT METHOD AND SYSTEM FOR COMPARING PRODUCTS OR SERVICES Non-Final OA Polsko-Japonska Akademia Technik Komputerowych
18096685 SYSTEMS AND METHODS FOR CREATING 3D OBJECTS Final Rejection Fathom Manufacturing LLC

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