Prosecution Insights
Last updated: August 18, 2026

Examiner: FACCENDA, GISEL GABRIELA

Tech Center 2100 • Art Units: 2127

This examiner grants 48% of resolved cases

Performance Statistics

47.8%
Allow Rate
-7.2% vs TC avg
43
Total Applications
+49.2%
Interview Lift
1463
Avg Prosecution Days
Based on 23 resolved cases, 2023–2026

Rejection Statute Breakdown

34.1%
§101 Eligibility
8.3%
§102 Novelty
35.9%
§103 Obviousness
20.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17669872 Domain Adapting Framework for Anomalous Detection Non-Final OA Robert Bosch GmbH
17173460 SYSTEMS AND METHODS FOR REINFORCED HYBRID ATTENTION FOR MOTION FORECASTING Final Rejection Honda Motor Co., Ltd.
18268664 LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM Non-Final OA NEC Corporation
18176985 MACHINE LEARNING MODEL DEVELOPMENT AND OPTIMIZATION PROCESS THAT ENSURES PERFORMANCE VALIDATION AND DATA SUFFICIENCY FOR REGULATORY APPROVAL Non-Final OA GE Precision Healthcare LLC
17192515 MACHINE LEARNING TECHNIQUES FOR GENERATING ENJOYMENT SIGNALS FOR WEIGHTING TRAINING DATA Non-Final OA NETFLIX, INC.
18152181 COMPUTER-READABLE RECORDING MEDIUM STORING TRAINING PROGRAM, TRAINING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
17552050 MACHINE LEARNING VIA DIFFERENTIABLE SIMULATION Non-Final OA NVIDIA Corporation
17649277 NEURAL NETWORK SYNTHESIZER Non-Final OA Arm Limited
17543149 AUTOMATED FAIRNESS-DRIVEN GRAPH NODE LABEL CLASSIFICATION Non-Final OA International Business Machines Corporation
17351628 MODEL-AWARE DATA TRANSFER AND STORAGE Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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