Prosecution Insights
Last updated: April 19, 2026

Examiner: AIRAPETIAN, MILA

Tech Center 3600 • Art Units: 3625 3688

This examiner grants 73% of resolved cases

Performance Statistics

72.9%
Allow Rate
+20.9% vs TC avg
996
Total Applications
+14.7%
Interview Lift
1067
Avg Prosecution Days
Based on 959 resolved cases, 2023–2026

Rejection Statute Breakdown

37.6%
§101 Eligibility
17.0%
§102 Novelty
34.5%
§103 Obviousness
6.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18765842 SYSTEMS AND METHODS FOR TOKENIZATION, RECORDATION, PAYMENT, SETTLEMENT, INSTRUCTION, RETIREMENT, DATA MANAGEMENT, AND OUTPUT OF INTELLIGENT DATA RELATED TO ASSETS AND ASSET ATTRIBUTES Final Rejection JPMORGAN CHASE BANK, N.A.
18543273 RECOMMENDATION SYSTEM, RECOMMENDATION METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18618079 SCALABLE ONLINE PLACE RECOMMENDATION Non-Final OA Snap Inc.
18478268 Merchant Selection Model for Dynamic Management of Add-Ons for Delivery Service Orders Final Rejection Uber Technologies, Inc.
18919251 OPTIMIZED GRAPHICAL PRESENTATIONS OF FUNDING MECHANISMS Non-Final OA PayPal, Inc.
18888607 CUSTOMIZED PAIRING RECOMMENDATIONS BY MACHINE-LEARNING LANGUAGE LEARNING MODELS Non-Final OA Maplebear Inc.
18630672 AUTOMATED IDENTIFICATION OF ITEMS PLACED IN A CART AND RECOMMENDATIONS BASED ON SAME Final Rejection Maplebear Inc.
18630793 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-BASED AUTOMATION IMPROVEMENTS Final Rejection State Farm Mutual Automobile Insurance Company
18739394 VIDEO CHAT INITIATION BASED ON MACHINE LEARNING Non-Final OA Loop Now Technologies, Inc.
18128353 AUTOMATICALLY GENERATED PRODUCT RECOMMENDATIONS BASED UPON QUESTIONS AND ANSWERS Final Rejection Amazon Technologies, Inc.
18295104 DETERMINING AND PRESENTING ATTRIBUTES FOR SEARCH Final Rejection ADOBE INC.
18790773 NEURAL CONTEXTUAL BANDIT BASED COMPUTATIONAL RECOMMENDATION METHOD AND APPARATUS Non-Final OA YAHOO ASSETS LLC
18616908 PROBABILITY MODELING Non-Final OA eBay Inc.
18566059 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM Final Rejection ZOZO, Inc.
18845767 SYSTEM, PROGRAM IN USER TERMINAL, AND SERVER Non-Final OA WALKLOG CO., LTD.
18817706 APPARATUS TO PROVIDE LIQUID FUNDS IN THE ONLINE AUCTION ENVIRONMENT Non-Final OA American Express Kabbage Inc.
18589085 APPARATUS TO PROVIDE LIQUID FUNDS IN THE ONLINE AUCTION ENVIRONMENT Final Rejection American Express Kabbage, Inc.
18774761 ANONYMOUS LEGAL CASE INFORMATION EXCHANGE AND BIDDING PLATFORM Non-Final OA MOHARRAM VENTURES, S.A. DE C.V.
18588612 TECHNIQUES FOR GENERATING PRODUCT RECOMMENDATIONS USING MACHINE LEARNING AND IMAGE ANALYSES Final Rejection StyleRiser Inc.
17396047 VOICE COMMERCE Final Rejection VB Assets, LLC

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