Prosecution Insights
Last updated: May 29, 2026

Examiner: BENOURAIDA, AMINA MORENO

Tech Center 2400 • Art Units: 2129 2486

This examiner grants 0% of resolved cases

Performance Statistics

0.0%
Allow Rate
-58.0% vs TC avg
21
Total Applications
+0.0%
Interview Lift
1569
Avg Prosecution Days
Based on 2 resolved cases, 2023–2026

Rejection Statute Breakdown

2.9%
§101 Eligibility
2.9%
§102 Novelty
91.2%
§103 Obviousness
2.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18127313 COORDINATION OF MODEL TRAININGS FOR FEDERATED LEARNING Non-Final OA NOKIA TECHNOLOGIES OY
18182163 TRAINING MACHINE LEARNING MODELS USING VARYING MULTI-MODALITY TRAINING DATA Non-Final OA The ADT Security Corporation
18307653 MULTI-PARTY MODEL TRAINING Non-Final OA Palantir Technologies Inc.
17511777 ERROR DETECTION AT LAYERS OF A NEURAL NETWORK Non-Final OA ADVANCED MICRO DEVICES, INC.
17879794 OPTIMIZING METHOD AND COMPUTER SYSTEM FOR NEURAL NETWORK AND COMPUTER-READABLE STORAGE MEDIUM Final Rejection Wistron Corporation
17663750 ENERGY USAGE DETERMINATION FOR MACHINE LEARNING Non-Final OA Accenture Global Solutions Limited
17524764 METHOD AND SYSTEM FOR EXTRACTING AND CLASSIFYING MANUFACTURING FEATURES FROM THREE-DIMENSIONAL MODEL OF PRODUCT Final Rejection HCL Technologies Limited
17527134 EXPLAINABLE ARTIFICIAL INTELLIGENCE BASED DECISIONING MANAGEMENT SYSTEM AND METHOD FOR PROCESSING FINANCIAL TRANSACTIONS Non-Final OA Lithasa Technologies Pvt Ltd

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