Prosecution Insights
Last updated: August 18, 2026

Examiner: OBAID, HAMZEH M

Tech Center 3600 • Art Units: 3623 3624

This examiner grants 38% of resolved cases

Performance Statistics

38.2%
Allow Rate
-13.8% vs TC avg
223
Total Applications
+22.3%
Interview Lift
1094
Avg Prosecution Days
Based on 178 resolved cases, 2023–2026

Rejection Statute Breakdown

43.1%
§101 Eligibility
8.6%
§102 Novelty
36.6%
§103 Obviousness
7.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18466090 System and Method for Assessing Actions of Authenticated Entities Within an Enterprise System Final Rejection The Toronto-Dominion Bank
18930890 SCHEDULE CREATION METHOD AND SYSTEM, DEVICE, AND MEDIUM Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18941335 System And Method For The Quantitative Measurement and Reduction Of Marketing Entropy Using Geometric Methods And Heuristics Final Rejection Pelatro Pte. Ltd.
18384462 AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS Non-Final OA ORACLE INTERNATIONAL CORPORATION
18560827 Methods for Transmitting the Execution of a Working Task, Cooperation Module and Plant Non-Final OA Siemens Aktiengesellschaft
19012539 SYSTEM AND METHOD FOR ANALYZING DATA SETS USING INDEXING Non-Final OA Fiserv, Inc.
18961564 Determination of Insights for Construction Projects Final Rejection Procore Technologies, Inc.
18642868 RESOURCE USAGE AMOUNT MANAGEMENT SYSTEM AND RESOURCE USAGE AMOUNT MANAGEMENT METHOD Non-Final OA Hitachi, Ltd.
18743125 SYSTEM AND METHOD OF MANAGING OPERATIONS IN A WAREHOUSE Non-Final OA Honeywell International Inc.
18905526 REAL-TIME CHANGE SUPPORT FOR CONDITIONAL SENTRIES IN CASE MANAGEMENT Non-Final OA SAP SE
18355454 COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Final Rejection Fujitsu Limited
18235947 Machine Learning-Based Requirements Prediction Final Rejection Bank of America Corporation
18662670 INFORMED MOBILITY PLATFORM FOR AN ITEM PROCESSING SUPERVISOR OR USER WITHIN A DISTRIBUTION FACILITY Non-Final OA United States Postal Service
18644269 CONFORMITY-DRIVEN ADAPTIVE RESOURCE OPTIMIZATION FOR DYNAMIC ALLOCATION Non-Final OA Dell Products L.P.
18492869 PRODUCT DESIGN PREDICTION USING MACHINE LEARNING Final Rejection Dell Products L.P.
18935273 User Interface Tool for Generating and Analyzing Scenarios for Supply Chain Final Rejection Blue Yonder Group, Inc.
17824717 Assumption-Based Planning Final Rejection Blue Yonder Group, Inc.
18389419 CONTROLLING VEHICLES USING CONTEXTUAL DRIVER AND/OR RIDER DATA BASED ON AUTOMATIC PASSENGER DETECTION AND MOBILITY STATUS Non-Final OA Allstate Insurance Company
18332800 AI-BASED INTELLIGENT WORKFLOW IMPROVEMENT Non-Final OA International Business Machines Corporation
17893295 WORKFLOW SIMULATION WITH ENVIRONMENT SIMULATION Non-Final OA International Business Machines Corporation
17679907 GENERATING ORGANIZATIONAL GOAL-ORIENTED AND PROCESS-CONFORMANT RECOMMENDATION MODELS USING ARTIFICIAL INTELLIGENCE TECHNIQUES Non-Final OA International Business Machines Corporation
19093670 Advanced Forecasting Tool for Key Performance Indicators in Revenue Cycle Management Non-Final OA Cerner Innovation, Inc.
18373146 SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS Final Rejection Rockwell Automation Technologies, Inc.
18428548 INFORMATION PROCESSING APPARATUS, METHOD, AND SYSTEM Final Rejection WOTA CORP.
18468454 COLLUSION DETECTION USING MACHINE LEARNING AND SEPARATION OF DUTIES (SOD) RULES Final Rejection SailPoint Technologies, Inc.
18158763 SYSTEMS AND METHODS FOR GENERATING MULTIPLE SCHEDULES FOR COMPUTATIONAL EFFICIENCY Non-Final OA UKG Inc.

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