Prosecution Insights
Last updated: August 17, 2026

Examiner: KASSIM, HAFIZ A

Tech Center 3600 • Art Units: 2122 3623

This examiner grants 44% of resolved cases

Performance Statistics

44.5%
Allow Rate
-7.5% vs TC avg
375
Total Applications
+53.7%
Interview Lift
1198
Avg Prosecution Days
Based on 344 resolved cases, 2023–2026

Rejection Statute Breakdown

40.9%
§101 Eligibility
7.6%
§102 Novelty
33.2%
§103 Obviousness
14.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18490402 SYSTEMS AND METHODS FOR AUTOMATICALLY DETECTING A DEPLOYMENT EVENT Non-Final OA Wells Fargo Bank, N.A.
18549811 INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD Non-Final OA Panasonic Intellectual Property Management Co., Ltd.
18447445 RECONSTRUCTION OF TRAINING EXAMPLES IN THE FEDERATED TRAINING OF NEURAL NETWORKS Final Rejection Robert Bosch GmbH
18399006 Identification and Suggestion of Rules Using Machine Learning Non-Final OA PAYPAL, INC.
18764884 A CONSTRAINT PROGRAMMING BASED SOLUTION FOR MULTIDIMENSIONAL VECTOR PACKING WITH HETEROGENEOUS BINS Non-Final OA Oracle International Corporation
18534299 SCALING UTILIZATION OF LARGE LANGUAGE MODELS Non-Final OA Microsoft Technology Licensing, LLC
18456838 COMPRESSION FOR QUANTIZING MODEL WEIGHTS Final Rejection MICROSOFT TECHNOLOGY LICENSING, LLC
18378185 PROCESSING-CONDITION SEARCH DEVICE, NON-TRANSITORY COMPUTER-READABLE MEDIUM, AND PROCESSING-CONDITION SEARCH METHOD Final Rejection Mitsubishi Electric Corporation
18642988 ENTERPRISE OPERATION ASSISTANCE USING LARGE LANGUAGE MODELS Non-Final OA SAP SE
17726758 INTELLIGENT PREDICTION FOR EQUIPMENT MANUFACTURING MANAGEMENT SYSTEM Non-Final OA Dell Products L.P.
19189659 SYSTEMS AND METHODS FOR USE IN DEFINING DYNAMIC INSIGHTS Non-Final OA MASTERCARD ASIA/PACIFIC PTE. LTD.
19174288 ANTICIPATORY AND REMOTE-CONTROLLED MEDIA MANAGEMENT Non-Final OA NCR Atleos Corporation

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