Prosecution Insights
Last updated: May 29, 2026

Examiner: OBAID, HAMZEH M

Tech Center 3600 • Art Units: 3623 3624

This examiner grants 39% of resolved cases

Performance Statistics

38.9%
Allow Rate
-13.1% vs TC avg
217
Total Applications
+21.8%
Interview Lift
1092
Avg Prosecution Days
Based on 175 resolved cases, 2023–2026

Rejection Statute Breakdown

23.6%
§101 Eligibility
3.1%
§102 Novelty
71.2%
§103 Obviousness
1.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18644269 CONFORMITY-DRIVEN ADAPTIVE RESOURCE OPTIMIZATION FOR DYNAMIC ALLOCATION Final Rejection Dell Products L.P.
18492869 PRODUCT DESIGN PREDICTION USING MACHINE LEARNING Non-Final OA Dell Products L.P.
18642868 RESOURCE USAGE AMOUNT MANAGEMENT SYSTEM AND RESOURCE USAGE AMOUNT MANAGEMENT METHOD Final Rejection Hitachi, Ltd.
18466090 System and Method for Assessing Actions of Authenticated Entities Within an Enterprise System Final Rejection The Toronto-Dominion Bank
18235947 Machine Learning-Based Requirements Prediction Final Rejection Bank of America Corporation
18332800 AI-BASED INTELLIGENT WORKFLOW IMPROVEMENT Final Rejection International Business Machines Corporation
18050107 COMPLETION LEVEL PHYSICAL ACTIVITY VALIDATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17893295 WORKFLOW SIMULATION WITH ENVIRONMENT SIMULATION Final Rejection International Business Machines Corporation
17656227 RISK REDUCTION OPTIMIZATION IN A SMART ENVIRONMENT Final Rejection International Business Machines Corporation
18384462 AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS Non-Final OA ORACLE INTERNATIONAL CORPORATION
18477008 MANAGING PROJECT TASKS USING CONTENT ITEMS Non-Final OA Dropbox, Inc.
18186873 Aircraft Fleet Assignment With Slot Constraints Non-Final OA The Boeing Company
19029786 COMMUNICATION PROCESS FLOW PATH VARIATIONS Non-Final OA Salesforce, Inc.
18132569 Controlling Vehicles Using Contextual Driver And/Or Rider Data Based On Automatic Passenger Detection and Mobility Status Final Rejection Allstate Insurance Company
18355454 COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18935273 User Interface Tool for Generating and Analyzing Scenarios for Supply Chain Non-Final OA Blue Yonder Group, Inc.
19012285 CAPTURING DATA AND MATERIAL CHANGES FOR PROCESS FLOW MODELS Non-Final OA Zenda, LLC
18961564 Determination of Insights for Construction Projects Non-Final OA Procore Technologies, Inc.
18941335 System And Method For The Quantitative Measurement and Reduction Of Marketing Entropy Using Geometric Methods And Heuristics Non-Final OA Pelatro Pte. Ltd.
18468454 COLLUSION DETECTION USING MACHINE LEARNING AND SEPARATION OF DUTIES (SOD) RULES Non-Final OA SailPoint Technologies, Inc.
18224413 SYSTEMS FOR INFRASTRUCTURE DEGRADATION MODELLING AND METHODS OF USE THEREOF Non-Final OA Rutgers, The State University of New Jersey
18704489 COMPUTERIZED WEIGHTED PROBLEM IMPACT SCORE CALCULATION SYSTEM AND A METHOD THEREOF Non-Final OA BAHCESEHIR UNIVERSITESI
18474429 MACHINE LEARNING BASED (ML-BASED) COMPUTING METHOD AND SYSTEM FOR FORECASTING FINANCIAL TRANSACTIONS Non-Final OA HIGHRADIUS CORPORATION
17176271 SYSTEM AND METHOD FOR DETERMINING AND MANAGING REPUTATION OF ENTITIES AND INDUSTRIES Final Rejection RepTrak Holdings, Inc.
17214573 INDUSTRY REVIEW BENCHMARKING Non-Final OA Reputation.com, Inc.

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