Prosecution Insights
Last updated: May 29, 2026

Examiner: OSMAN BILAL AHMED, AFAF

Tech Center 3600 • Art Units: 3621 3622 3623 3681 3682 3689

This examiner grants 16% of resolved cases

Performance Statistics

16.3%
Allow Rate
-35.7% vs TC avg
460
Total Applications
+14.3%
Interview Lift
1801
Avg Prosecution Days
Based on 417 resolved cases, 2023–2026

Rejection Statute Breakdown

12.9%
§101 Eligibility
9.0%
§102 Novelty
73.0%
§103 Obviousness
4.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18733626 ENHANCING BUSINESS INTERACTIONS USING A SMART WALLET Non-Final OA Wells Fargo Bank, N.A.
18405147 SYSTEMS AND METHODS FOR FORECASTING UNIQUE USER COUNTS FOR ADVERTISING CAMPAIGNS Non-Final OA Walmart Apollo, LLC
18701771 SPLASH ADVERTISEMENT DISPLAY METHOD AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18481933 PROACTIVE BENEFIT SCAN Final Rejection The Toronto-Dominion Bank
18110136 PROBABILISTIC FREQUENCY CAPPING Non-Final OA Microsoft Technology Licensing, LLC
19029562 Web-Based Data Extraction and Linkage Non-Final OA Google LLC
18612165 FRAMEWORK FOR SETTING UP SURVEY HIERARCHY AND AGGREGATION SCHEME FOR SUITE OF APPLICATIONS Final Rejection SAP SE
18813452 METHOD AND SYSTEM FOR MANAGING INFORMATION OF INFORMATION PROVIDER BASED ON CONVERSATION WITH INFORMATION PROVIDER Non-Final OA NAVER Corporation
18010938 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA SATO HOLDINGS KABUSHIKI KAISHA
17977848 METHODS AND APPARATUS TO DETERMINE DEMOGRAPHIC CLASSIFICATIONS FOR CENSUS LEVEL IMPRESSION COUNTS AND UNIQUE AUDIENCE SIZES Final Rejection The Nielsen Company (US), LLC
18950962 Mixed-Reality Assisted Exception Analysis and Resolution Non-Final OA Blue Yonder Group, Inc.
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.
18771418 CONNECTED UTILITY PLATFORM Non-Final OA SUBNATION
18758870 Computing Nodes for Performing Optimization Using Artificial Intelligence and Mixed Integer Programming Non-Final OA The Boston Consulting Group, Inc.
18715555 MACHINE-LEARNING ARCHITECTURE FOR DEFINING END USER AUDIENCES FOR AUTOMATED ONLINE CONTENT SELECTION Non-Final OA StackAdapt, Inc.
18617470 Efficient and Scalable Rewards Electronic System and Database Final Rejection Go Save Inc.
18598438 SYSTEM AND METHODS FOR MANAGING COMMUNICATIONS EVENTS Non-Final OA TEXTNOW, INC.
18342925 DIGITAL CURRENCY PAYMENT METHOD AND SYSTEM Non-Final OA NAVER WEBTOON LTD.
17484555 MARKETING MANAGEMENT SYSTEM Final Rejection The IMAGINE GROUP, LLC
17368334 AUTOMATION SYSTEM AND METHOD Non-Final OA Grokit Data, Inc.
17891468 Methods and Systems for Enabling Electronic Access to Electronic Content Offerings Over a Network Non-Final OA Ulta Salon, Cosmetics & Fragrance, 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.
16152000 SYSTEMS AND METHODS FOR AUTOMATIC PROCESSING OF MARKETING DOCUMENTS Non-Final OA Socialbakers, a.s.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month