Prosecution Insights
Last updated: April 19, 2026

Examiner: CARVALHO, ERROL A

Tech Center 3600 • Art Units: 3622 3688

This examiner grants 15% of resolved cases

Performance Statistics

14.7%
Allow Rate
-37.3% vs TC avg
312
Total Applications
+18.8%
Interview Lift
1154
Avg Prosecution Days
Based on 272 resolved cases, 2023–2026

Rejection Statute Breakdown

36.4%
§101 Eligibility
6.2%
§102 Novelty
29.7%
§103 Obviousness
24.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18941951 ELECTRONIC APPARATUS FOR PROVIDING ADVERTISEMENT AND CONTROL METHOD THEREFOR Final Rejection SAMSUNG ELECTRONICS CO., LTD.
17448773 MACHINE LEARNING MODEL FOR PREDICTING AN ACTION Final Rejection Capital One Services, LLC
18602361 PREDICTION TOOL FOR SUGGESTING CONTENT FOR USERS Non-Final OA Microsoft Technology Licensing, LLC
17667337 DATA PROCESSING METHOD, APPARATUS, STORAGE MEDIUM, AND DEVICE Final Rejection TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
18984620 GRAPH NETWORK EMBEDDING GENERATION Non-Final OA CoreLogic Solutions, LLC
18763709 METHOD AND SYSTEM FOR MANAGING COUPON AND PROVIDING COUPON-BASED TARGETED ADVERTISEMENT BY USING ARTIFICIAL INTELLIGENCE Final Rejection SK Planet Co., Ltd.
17802120 SYSTEMS AND METHODS FOR EVENT RECOMMENDATION Non-Final OA Zoom Video Communications, Inc.
18968195 ARTIFICIAL INTELLIGENCE (AI)-POWERED PROFESSIONAL NETWORKING PLATFORM WITH ENHANCED MATCHING Non-Final OA EPIQ CREATIVE GROUP, INC.
18950363 SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING, SCHEDULING, POSTING, AND RECYCLING SOCIAL MEDIA POSTS USING ARTIFICIAL INTELLIGENCE Non-Final OA HighLevel Inc.
18766829 AUTOMATED ACTIONABLE INSIGHTS AND CONTENT GENERATION BASED UPON LARGE LANGUAGE MODELS, MULTI-VIEW MACHINE LEARNING, AND GENERATIVE AI Final Rejection Aleksandr FARSEEV
17232593 Removing Bias from Artificial Intelligence Models Final Rejection Aible Inc.
18664899 METHOD OF AND SYSTEM FOR PROVIDING PERSONALIZED RECOMMENDATIONS IN REAL-TIME Final Rejection POLYMATIKS LTD.
17898121 ONLINE SYSTEM WITH BROWSER EXECUTABLE Non-Final OA Massachusetts Mutual Life Insurance Company
17727396 SYSTEMS AND METHODS FOR A COMMUNICATION PLATFORM THAT ALLOWS MONETIZATION BASED ON A SCORE Final Rejection THROW APP CO.
17442965 MANAGING ROOM-BASED HOTEL COMMUNICATION TERMINAL CONTENT BASED ON GUEST INFORMATION Non-Final OA The Hotel Communication Network, Inc.

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