Prosecution Insights
Last updated: August 17, 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

16.2%
Allow Rate
-35.8% vs TC avg
467
Total Applications
+14.4%
Interview Lift
1798
Avg Prosecution Days
Based on 419 resolved cases, 2023–2026

Rejection Statute Breakdown

27.2%
§101 Eligibility
10.9%
§102 Novelty
32.9%
§103 Obviousness
23.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18481933 PROACTIVE BENEFIT SCAN Final Rejection The Toronto-Dominion Bank
18403403 METHOD AND ELECTRONIC DEVICE FOR PROVIDING INFORMATION BY USING REINFORCEMENT LEARNING Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18801570 METHOD AND SYSTEM FOR FACILITATING UTILIZATION OF REWARD POINTS Non-Final OA MASTERCARD INTERNATIONAL INCORPORATED
19209429 STORE SYSTEM WITH AUTOMATED CUSTOMER REPLY AND CUSTOMER BEHAVIOR TRACKING Non-Final OA Toshiba Tec Kabushiki Kaisha
18701771 SPLASH ADVERTISEMENT DISPLAY METHOD AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
15974275 DISTRIBUTED IMAGE-BASED ACQUISITION SYSTEM Non-Final OA Walmart Apollo, 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
18975605 CAUSAL PREDICTIVE OPTIMIZATION FOR CONNECTION NETWORK SERVICES Non-Final OA Microsoft Technology Licensing, LLC
18633047 Computing Platform and Method for Establishing a Collaborative Relationship Between Parties Involved on a Construction Project Final Rejection Procore Technologies, Inc.
18887577 ATTRIBUTING STREAMING DEVICE BENEFITS ACROSS DISTINCT REMOTE GAME SERVERS IN A GAME STREAMING ENVIRONMENT Non-Final OA IGT
18289947 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD Final Rejection Rakuten Group, Inc.
18029047 REWARD GRANTING SYSTEM, SERVER SYSTEM, REWARD GRANTING METHOD AND PROGRAM Final Rejection RAKUTEN GROUP, INC.

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