Prosecution Insights
Last updated: May 29, 2026

Examiner: ABOU EL SEOUD, MOHAMED

Tech Center 2100 • Art Units: 2142 2148 2172 2174 2176

This examiner grants 38% of resolved cases

Performance Statistics

38.3%
Allow Rate
-16.7% vs TC avg
255
Total Applications
+36.9%
Interview Lift
1531
Avg Prosecution Days
Based on 209 resolved cases, 2023–2026

Rejection Statute Breakdown

2.9%
§101 Eligibility
7.2%
§102 Novelty
86.9%
§103 Obviousness
1.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18206859 SYSTEM AND METHOD FOR PROVIDING PERSONAL MACHINE LEARNING MODELS Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18012408 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, NON-TRANSITORY COMPUTER READABLE MEDIUM Final Rejection NEC Corporation
18190461 SYSTEM AND METHOD FOR SELECTING COLLECTING DIAGNOSTIC DATA BASED ON DIAGNOSTIC DATA UTILITY Non-Final OA Dell Products L.P.
18068842 MACHINE LEARNING MODEL REMOTE MANAGEMENT IN ADVANCED COMMUNICATION NETWORKS Non-Final OA Dell Products L.P.
17468069 DOMAIN ADAPTATION Non-Final OA Nokia Technologies Oy
17497243 SYSTEM AND METHOD FOR AUTOMATED DETECTION AND PREDICTION OF MACHINE FAILURES USING ONLINE MACHINE LEARNING Non-Final OA Aktiebolaget SKF
18658815 CONTEXT-SENSITIVE HANDLING OF INTERRUPTIONS Final Rejection Apple Inc.
18338671 OUTLIER DETECTION WITH TRANSFER LEARNING Non-Final OA International Business Machines Corporation
18176779 COMPUTATIONAL ESTIMATION OF A CHARACTERISTIC OF A POSTERIOR DISTRIBUTION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17475957 DYNAMICALLY CONTROLLED SENSOR DATA GENERATION PATTERN Non-Final OA International Business Machines Corporation
18206644 LEARNING DEVICE AND LEARNING METHOD Non-Final OA HONDA MOTOR CO., LTD.
17681864 GESTURE RECOGNITION APPARATUS, MOBILE OBJECT, GESTURE RECOGNITION METHOD, AND STORAGE MEDIUM Final Rejection HONDA MOTOR CO., LTD.
17951967 ADJUSTING MENTAL STATE TO IMPROVE TASK PERFORMANCE Final Rejection Insight Direct USA, Inc.
18302084 STORAGE MEDIUM, ESTIMATION DEVICE, AND ESTIMATION METHOD Non-Final OA FUJITSU LIMITED
17568396 Digital Video Generation depicting Edit Operations to Digital Content Final Rejection Adobe 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