Prosecution Insights
Last updated: April 19, 2026

Examiner: ABOUZAHRA, REHAM K

Tech Center 3600 • Art Units: 3625 3683

This examiner grants 12% of resolved cases

Performance Statistics

12.0%
Allow Rate
-40.0% vs TC avg
181
Total Applications
+8.8%
Interview Lift
1459
Avg Prosecution Days
Based on 142 resolved cases, 2023–2026

Rejection Statute Breakdown

42.3%
§101 Eligibility
2.1%
§102 Novelty
39.8%
§103 Obviousness
14.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17508021 VISION PRODUCT INFERENCE BASED ON PACKAGE DETECT AND BRAND CLASSIFICATION WITH ACTIVE LEARNING Final Rejection Rehrig Pacific Company
18167515 DETERMINING RELIABILITY PERFORMANCE INDICES FOR PROCESS PLANTS Final Rejection Saudi Arabian Oil Company
18854265 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS Final Rejection SONY GROUP CORPORATION
17880771 TECHNOLOGY DELIVERY ENABLING HEATMAP WITH A SINGLE PANE VIEW Final Rejection Bank of America Corporation
18184400 SYSTEMS AND METHODS FOR USING REAL TIME INTERACTIVE DATA WITH ARTIFICIAL INTELLIGENCE CAPABILITIES TO IMPROVE PRESENTATIONS Final Rejection JPMORGAN CHASE BANK, N.A.
18250565 FRACTURING OPERATION SYSTEM Final Rejection Schlumberger Technology Corporation
18945012 MAINTENANCE SUPPORT SYSTEM, MAINTENANCE SUPPORT METHOD, AND COMPUTER READABLE MEDIUM Non-Final OA Mitsubishi Electric Corporation
17990060 CITY MANAGEMENT SUPPORT APPARATUS, CITY MANAGEMENT SUPPORT METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18367539 NETWORKED COMPUTING DEVICES Final Rejection Express Scripts Strategic Development, Inc.
18853830 A Data-Driven Bunker Planner System Non-Final OA National University of Singapore
17900712 APPARATUS AND METHOD FOR ANALYZING A COMMUNICATION DATUM Non-Final OA KPN INNOVATIONS, LLC.
18987559 SYSTEMS AND METHODS FOR MAINTAINING AND UPDATING CALLER STATE IN A COMMUNICATION CENTER Non-Final OA Afiniti AI Limited
18475627 SCHEDULING FOR HEAVY EQUIPMENT USING SENSOR DATA Non-Final OA University of Utah Research Foundation
18440769 SYSTEM AND METHOD FOR TRACKING INDIRECT GREENHOUSE GAS EMISSIONS THROUGHOUT A PRODUCT'S LIFECYCLE Non-Final OA Lyten, Inc.
18962369 ELECTRONIC IDENTIFICATION CODE SCANNER FOR TRACKING SUPPLY CHAIN TRANSACTION INFORMATION BASED ON NO-CODE AND CONTROL METHOD THEREOF Non-Final OA YYSOFT CO., LTD.
18958115 SYSTEMS AND METHODS FOR PREDICTIVE ANALYSIS Non-Final OA Go2Market Insights, Inc.
17513481 IN-STORE MOBILE ORDERING SERVICE Final Rejection NCR Voyix Corporation
17998884 SYSTEMS AND METHODS FOR A PREDICTIVE DOUBLE-BOOKING MEDICAL APPOINTMENT SYSTEM Final Rejection Dignity Health
17394135 ENGINEER RECERTIFICATION ASSISTANT Non-Final OA Wi-Tronix, LLC
16890017 EVENT GENERATOR FOR A RISK QUANTIFYING FORECAST SYSTEM USING A STRUCTURED FORWARD-LOOKING SIMULATION TECHNIQUE WITH GLOBAL LONG-TAIL RISK EVENTS CAUSING CASUALTY LOSS ACCUMULATION, AND METHOD THEREOF Non-Final OA SWISS REINSURANCE COMPANY LTD.
18533135 SYSTEMS AND METHODS FOR PROVIDING ESTIMATED REPAIR TIMES FOLLOWING ELECTRICAL OUTAGES Non-Final OA Sacramento Municipal Utility District
15497774 AGENT PERFORMANCE FEEDBACK Final Rejection HRB Innovations, Inc.
18138549 SYSTEM AND METHOD FOR DETERMINING POWER PRODUCTION IN AN ELECTRICAL POWER GRID Non-Final OA FORESIGHT ENERGY LTD.
17336101 RIDE ASSIGNMENT SYSTEM Non-Final OA HopSkipDrive, Inc.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month