Prosecution Insights
Last updated: April 19, 2026

Examiner: VIG, NARESH

Tech Center 3600 • Art Units: 3622 3629 3688

This examiner grants 37% of resolved cases

Performance Statistics

36.7%
Allow Rate
-15.3% vs TC avg
654
Total Applications
+43.8%
Interview Lift
1539
Avg Prosecution Days
Based on 607 resolved cases, 2023–2026

Rejection Statute Breakdown

29.4%
§101 Eligibility
2.6%
§102 Novelty
43.9%
§103 Obviousness
17.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18632726 AMBIENT TRANSACTION SYSTEM Non-Final OA U.S. Bank National Association
18428783 AMBIENT TRANSACTION SYSTEM Final Rejection U.S. Bank National Association
18506972 MULTICHANNEL IN-CLUB ATTRIBUTION SYSTEM FOR FEATURED ITEMS Non-Final OA Walmart Apollo, LLC
17529047 SYSTEMS AND METHODS FOR DATA AGGREGATION AND PREDICTIVE MODELING Non-Final OA Capital One Services, LLC
18804687 SYSTEM AND METHOD FOR PROVIDING INFORMATION Non-Final OA Kia Corporation
18370388 PROCESSING SYSTEM, METHOD FOR OBTAINING USING PERMISSION, AND SMART TERMINAL BASED ON GENERATIVE ARTIFICIAL INTELLIGENCE LARGE LANGUAGE MODEL Non-Final OA SOLOS TECHNOLOGY (SHENZHEN) LIMITED
18738885 SYSTEMS AND METHODS FOR INCREASING CONTENT INTERACTIONS OF USERS Final Rejection GOOGLE LLC
18768017 PREDICTION AND PREVENTION OF CYBERSQUATTING EVENTS Final Rejection International Business Machines Corporation
18403087 ON-CHAIN LOYALTY PROGRAM MANAGEMENT Final Rejection PayPal, Inc.
18613015 MANAGING IMPRESSIONS OF AN ADVERTISEMENT CAMPAIGN Non-Final OA Adeia Guides Inc.
18747732 SYSTEMS AND METHODS FOR OPTIMAL RENEWALS VERIFICATIONS USING MACHINE LEARNING MODELS Final Rejection THE TORONTO-DOMINION BANK
18975596 SYSTEMS AND METHODS FOR MARKETING REACTION SIMULATION Non-Final OA KLICK INC.
17830851 DETECTING ANOMALIES IN LIVE MARKETING CAMPAIGN DATA Non-Final OA Oracle International Corporation
18737159 METHODS AND SYSTEMS FOR MAPPING ADVERTISING INVENTORY Non-Final OA Comcast Cable Communications, LLC
18635768 SYSTEMS AND METHODS FOR MANAGING A CAMPAIGN Non-Final OA Salesforce, Inc.
18572514 METHOD AND SYSTEM FOR PROVIDING DOMAIN-SPECIFIC PROCESS FRAMEWORK Final Rejection KOREA ELECTRONICS TECHNOLOGY INSTITUTE
18813973 GENERATIVE JOURNEYS Final Rejection Twilio Inc.
18674732 COLLABORATIVE COMPONENTS FRAMEWORK FOR CONTENT-BASED RECOMMENDATIONS SYSTEM Non-Final OA INTUIT INC.
18213489 SYSTEMS AND METHODS FOR CUSTOMER VALUATION AND MERCHANT BIDDING Final Rejection eBay Inc.
17445475 AUTOMATED GENERATION OF STRUCTURED PATIENT DATA RECORD Non-Final OA Roche Molecular Systems, Inc.
18817050 SYSTEMS AND METHODS FOR SELECTING MEDIA CONTENT USING DATA COLLECTED BY AN ELECTRIC VEHICLE CHARGING STATION Non-Final OA Volta Charging, LLC
18554134 SYSTEMS AND METHODS FOR FRAUD PREVENTION Final Rejection REWIRE HOLDING LTD.
18767230 SYSTEMS AND METHODS FOR MANAGING REAL ESTATE Final Rejection Stake Network, Inc.
18095562 VISUAL CONTENT MANAGEMENT AND DISTRIBUTION SYSTEM AND METHOD Final Rejection Eventshop, Inc.
18658186 DETERMINING INFRASTRUCTURE LOCATIONS USING GEOGRAPHIC TILING Final Rejection Othersphere Systems Inc.
17731118 APPARATUS AND METHODS FOR SENSOR FUSION DATA ANALYTICS USING ARTIFICIAL INTELLIGENCE Final Rejection ZS Associates, Inc.
18631876 SYSTEMS AND METHODS FOR DEPLOYING A VIRTUAL-REALITY CAMPAIGN USING AN INTERACTIVE DASHBOARD Final Rejection Qubi, Inc.
18447970 SMART RETAIL ANALYTICS AND COMMERCIAL MESSAGING Non-Final OA Brighterion, Inc.
17859817 MACHINE LEANING LEAD CONVERSION PROBABILITY AND COMMUNICATION OPTIMIZATION FOR USERS OF AN ONLINE SYSTEM Non-Final OA Tekion Corp

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