Prosecution Insights
Last updated: April 19, 2026

Examiner: OSMAN BILAL AHMED, AFAF

Tech Center 3600 • Art Units: 3621 3622 3623 3681 3682

This examiner grants 16% of resolved cases

Performance Statistics

16.3%
Allow Rate
-35.7% vs TC avg
456
Total Applications
+14.5%
Interview Lift
1752
Avg Prosecution Days
Based on 416 resolved cases, 2023–2026

Rejection Statute Breakdown

33.3%
§101 Eligibility
10.5%
§102 Novelty
29.1%
§103 Obviousness
20.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18403403 METHOD AND ELECTRONIC DEVICE FOR PROVIDING INFORMATION BY USING REINFORCEMENT LEARNING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18405147 SYSTEMS AND METHODS FOR FORECASTING UNIQUE USER COUNTS FOR ADVERTISING CAMPAIGNS Non-Final OA Walmart Apollo, LLC
18733626 ENHANCING BUSINESS INTERACTIONS USING A SMART WALLET Non-Final OA Wells Fargo Bank, N.A.
18801570 METHOD AND SYSTEM FOR FACILITATING UTILIZATION OF REWARD POINTS Final Rejection MASTERCARD INTERNATIONAL INCORPORATED
18701771 SPLASH ADVERTISEMENT DISPLAY METHOD AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18110136 PROBABILISTIC FREQUENCY CAPPING Non-Final OA Microsoft Technology Licensing, LLC
19029562 Web-Based Data Extraction and Linkage Non-Final OA Google LLC
18950962 Mixed-Reality Assisted Exception Analysis and Resolution Non-Final OA Blue Yonder Group, Inc.
18289947 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD Non-Final OA Rakuten Group, Inc.
18029047 REWARD GRANTING SYSTEM, SERVER SYSTEM, REWARD GRANTING METHOD AND PROGRAM Non-Final OA RAKUTEN GROUP, INC.
18481933 PROACTIVE BENEFIT SCAN Final Rejection The Toronto-Dominion Bank
18612165 FRAMEWORK FOR SETTING UP SURVEY HIERARCHY AND AGGREGATION SCHEME FOR SUITE OF APPLICATIONS Final Rejection SAP SE
18510965 Use of Non-Streaming-Pattern Data Flow as Basis to Trigger Monitoring for Ad Exposure Final Rejection The Nielsen Company (US), LLC
17977848 METHODS AND APPARATUS TO DETERMINE DEMOGRAPHIC CLASSIFICATIONS FOR CENSUS LEVEL IMPRESSION COUNTS AND UNIQUE AUDIENCE SIZES Final Rejection The Nielsen Company (US), LLC
18539396 SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES Non-Final OA YAHOO ASSETS LLC
18633047 Computing Platform and Method for Establishing a Collaborative Relationship Between Parties Involved on a Construction Project Final Rejection Procore Technologies, Inc.
18395044 SYSTEMS AND METHODS FOR DETERMINING MEDIA CREATIVE ATTRIBUTION FOR APPLICATION DOWNLOAD OR INSTALLATION Non-Final OA Tatari, Inc.
18342925 DIGITAL CURRENCY PAYMENT METHOD AND SYSTEM Non-Final OA NAVER WEBTOON LTD.
18771418 CONNECTED UTILITY PLATFORM Non-Final OA SUBNATION
18538643 CREATIVE GATEWAY Non-Final OA NBCUniversal Media, LLC
18617470 Efficient and Scalable Rewards Electronic System and Database Final Rejection Max Travel, Inc.
17484555 MARKETING MANAGEMENT SYSTEM Final Rejection The IMAGINE GROUP, LLC
17368334 AUTOMATION SYSTEM AND METHOD Non-Final OA Grokit Data, Inc.
16838925 MIDDLE OUT LOYALTY Final Rejection Comenity LLC
17891468 Methods and Systems for Enabling Electronic Access to Electronic Content Offerings Over a Network Non-Final OA Ulta Salon, Cosmetics & Fragrance, Inc.
17872351 SYSTEMS, METHODS, AND DEVICES FOR A DYNAMICALLY MANAGEABLE QR DRIVEN INFORMATION PLATFORM Non-Final OA GoDocent Inc.
17157043 Dynamically Changing Promotions Displayed on a Mobile Device and Measuring The Benefit Thereof Non-Final OA UPSIDE SERVICES, INC.
16694488 SYSTEMS AND METHODS FOR AUTOMATIC PROCESSING OF MARKETING DOCUMENTS Non-Final OA Socialbakers, a.s.

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