Prosecution Insights
Last updated: May 29, 2026

Examiner: EL-HAGE HASSAN, ABDALLAH A

Tech Center 3600 • Art Units: 3623

This examiner grants 41% of resolved cases

Performance Statistics

41.0%
Allow Rate
-11.0% vs TC avg
311
Total Applications
+39.9%
Interview Lift
1221
Avg Prosecution Days
Based on 271 resolved cases, 2023–2026

Rejection Statute Breakdown

34.4%
§101 Eligibility
6.4%
§102 Novelty
58.2%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18542387 PROACTIVE SAFETY MANAGEMENT AND RISK PREDICTION SYSTEM USING MACHINE LEARNING Non-Final OA SAUDI ARABIAN OIL COMPANY
18861925 SYSTEM FOR ACCESSING PRODUCTION DATA Non-Final OA BASF SE
18854303 METHOD FOR DETERMINING AN IMPACT OF A DIFFERENCE BETWEEN TWO PRODUCTION PROCESSES ON A PRODUCT'S CARBON FOOTPRINT Final Rejection BASF SE
18352873 METHODS FOR CONFIDENCE ASSESSMENT WITH FEATURE IMPORTANCE IN DATA DRIVEN ALGORITHMS Final Rejection Schlumberger Technology Corporation
18862195 SCHEDULING APPARATUS, SCHEDULING METHOD, AND STORAGE MEDIUM Final Rejection NEC Corporation
18948077 METHODS AND SYSTEMS FOR CLASSIFYING ROOT CAUSE OF SUB-OPTIMAL PRODUCTION PERFORMANCE FOR HYDROCARBON WELLS ASSOCIATED WITH UNCONVENTIONAL RESERVOIRS Non-Final OA ExxonMobil Technology and Engineering Company
18200767 SECURE ALLOCATED RESOURCE TRACKING METHOD FOR OPTIMIZING MULTIPLE OPERATIONS Final Rejection Bank of America Corporation
18130731 RADAR-BASED SLEEP MONITORING TRAINED USING NON-RADAR POLYSOMNOGRAPHY DATASETS Final Rejection Google LLC
19232280 DOUBLE BLIND WINE TASTING Final Rejection CLIINK LLC
18616417 ROUTE OPTIMIZATION FOR VENDOR IN STADIUM Non-Final OA Rakuten Group, Inc.
18236048 Machine Learning Model Generation for Accounts Receivable Predictions Final Rejection Oracle International Corporation
18261473 TIMER PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM Final Rejection Beijing Bytedance Network Technology Co., Ltd.
18373133 SYSTEMS AND METHODS FOR MANUFACTURING APPLICATIONS Non-Final OA Rockwell Automation Technologies, Inc.
18414452 WORKFLOW MANAGEMENT WITH FORM-BASED, DYNAMIC WORKFLOW BUILDER AND APPLICATION-LEVEL BLUE-GREEN TOPOLOGY Final Rejection MORGAN STANLEY SERVICES GROUP INC.
18539635 SYSTEM AND METHOD CONFIGURED TO PERFORM FORENSIC ANALYSIS OF ELECTRONIC DATA USING SCORING Non-Final OA Morgan Stanley Services Group Inc.
18218694 NEURAL CIRCUITS FOR LEARNING SOLUTIONS FOR DISCRETE OPTIMIZATION Non-Final OA National Technology & Engineering Solutions of Sandia, LLC
18647916 PREDICTIVE RFM SEGMENTATION Final Rejection Punchh Inc.
18438244 ARTIFICIAL-INTELLIGENCE-ASSISTED ERROR PREDICTION IN INTEGRATION PROCESSES Non-Final OA Boomi, LP
18509424 SATISFACTION LEVEL CALCULATION DEVICE, SATISFACTION LEVEL CALCULATION METHOD, AND COMPUTER READABLE MEDIUM Non-Final OA WASEDA UNIVERSITY
18339971 METROLOGY SOLUTIONS FOR COMPLEX STRUCTURES OF INTEREST Non-Final OA Onto Innovation Inc.
18438115 SYSTEMS AND METHODS FOR DISPLAYING, ANALYZING, AND ACTIONING AGGREGATED DATA FROM HETEROGENOUS COMMUNICATIONS PLATFORMS Final Rejection Theta Lake, Inc.
18404712 GENERATING EVOLVING UNMET NEED MAPS Non-Final OA OnKai Inc.
18486190 System and method for recommending workforce and associated skill set for a task Non-Final OA PES UNIVERSITY
18485507 METHOD AND PLATFORM FOR PROVIDING CURATED WORK OPPORTUNITIES Final Rejection The Builders Network LLC
17710693 AUTOMATIC SIMULTANEOUS OPTIMIZATION FOR MULTI-ELEMNET PRICE WATERFALL VIA ADAPTIVE MULTI-AGENT OPTIMIZATION ENGINE Final Rejection PriceFx Inc.
17407632 SYSTEM AND METHOD FOR ALLOCATING RESOURCES AND SERVICES FOR AN EVENT USING FORECASTING Non-Final OA Jaime Job Consulting, Inc.
17245718 SYSTEM AND METHOD TO IDENTIFY RISKS AND PROVIDE STRATEGIES TO OVERCOME RISKS Final Rejection Adapt Ready Inc.

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