Prosecution Insights
Last updated: April 19, 2026

Examiner: OBAID, HAMZEH M

Tech Center 3600 • Art Units: 3623 3624

This examiner grants 39% of resolved cases

Performance Statistics

39.1%
Allow Rate
-12.9% vs TC avg
215
Total Applications
+19.9%
Interview Lift
1124
Avg Prosecution Days
Based on 169 resolved cases, 2023–2026

Rejection Statute Breakdown

27.6%
§101 Eligibility
9.5%
§102 Novelty
44.7%
§103 Obviousness
10.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18134196 METHOD AND SYSTEM FOR SMART LIQUIDITY MANAGEMENT Final Rejection JPMorgan Chase Bank, N.A.
18642868 RESOURCE USAGE AMOUNT MANAGEMENT SYSTEM AND RESOURCE USAGE AMOUNT MANAGEMENT METHOD Final Rejection Hitachi, Ltd.
18930890 SCHEDULE CREATION METHOD AND SYSTEM, DEVICE, AND MEDIUM Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18186873 Aircraft Fleet Assignment With Slot Constraints Non-Final OA The Boeing Company
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
17679907 GENERATING ORGANIZATIONAL GOAL-ORIENTED AND PROCESS-CONFORMANT RECOMMENDATION MODELS USING ARTIFICIAL INTELLIGENCE TECHNIQUES Final Rejection International Business Machines Corporation
18935273 User Interface Tool for Generating and Analyzing Scenarios for Supply Chain Non-Final OA Blue Yonder Group, Inc.
17824717 Assumption-Based Planning Non-Final OA Blue Yonder Group, Inc.
18466090 System and Method for Assessing Actions of Authenticated Entities Within an Enterprise System Final Rejection The Toronto-Dominion Bank
18384462 AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS Final Rejection ORACLE INTERNATIONAL CORPORATION
18477008 MANAGING PROJECT TASKS USING CONTENT ITEMS Non-Final OA Dropbox, Inc.
18355454 COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18743125 SYSTEM AND METHOD OF MANAGING OPERATIONS IN A WAREHOUSE Final Rejection Honeywell International Inc.
18132569 Controlling Vehicles Using Contextual Driver And/Or Rider Data Based On Automatic Passenger Detection and Mobility Status Final Rejection Allstate Insurance Company
18644269 CONFORMITY-DRIVEN ADAPTIVE RESOURCE OPTIMIZATION FOR DYNAMIC ALLOCATION Final Rejection Dell Products L.P.
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.
18383488 SYSTEM AND METHOD FOR ADJUSTING AGENTS STAFFING LEVELS OF A SUCCESSIVE WORK-SHIFT OF A PREASSIGNED ONGOING WORK-SHIFT, DURING THE PREASSIGNED ONGOING WORK-SHIFT, IN A CONTACT CENTER Non-Final OA NICE LTD.
18224413 SYSTEMS FOR INFRASTRUCTURE DEGRADATION MODELLING AND METHODS OF USE THEREOF Non-Final OA Rutgers, The State University of New Jersey
18429400 SYSTEMS AND METHODS FOR DETERMINING A COST FOR DEVELOPING FEATURES OF A SOFTWARE APPLICATION Non-Final OA Engineer.ai Corp.
18704489 COMPUTERIZED WEIGHTED PROBLEM IMPACT SCORE CALCULATION SYSTEM AND A METHOD THEREOF Non-Final OA BAHCESEHIR UNIVERSITESI
17646961 PROACTIVE REQUEST COMMUNICATION SYSTEM WITH IMPROVED DATA PREDICTION BASED ON ANTICIPATED EVENTS Final Rejection 7-Eleven, Inc.
18474429 MACHINE LEARNING BASED (ML-BASED) COMPUTING METHOD AND SYSTEM FOR FORECASTING FINANCIAL TRANSACTIONS Non-Final OA HIGHRADIUS CORPORATION
17214573 INDUSTRY REVIEW BENCHMARKING Non-Final OA Reputation.com, Inc.
18158763 SYSTEMS AND METHODS FOR GENERATING MULTIPLE SCHEDULES FOR COMPUTATIONAL EFFICIENCY Final Rejection UKG Inc.
18302166 SYSTEMS AND METHODS FOR IMPROVED USER EXPERIENCE PARTICIPANT SELECTION Non-Final OA Userzoom Technologies, Inc.
18129625 SYSTEMS AND METHODS FOR PREPARING AND OPTIMIZING A PROJECT PLAN Final Rejection OverVue Planning Systems Inc.

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