Prosecution Insights
Last updated: August 18, 2026

Examiner: FERNANDEZ RIVAS, OMAR F

Tech Center 2100 • Art Units: 2100 2114 2122 2125 2126 2127 2128 2129 2144 2147

This examiner grants 70% of resolved cases

Performance Statistics

70.2%
Allow Rate
+15.2% vs TC avg
296
Total Applications
+0.7%
Interview Lift
1308
Avg Prosecution Days
Based on 285 resolved cases, 2023–2026

Rejection Statute Breakdown

24.9%
§101 Eligibility
21.6%
§102 Novelty
30.7%
§103 Obviousness
16.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18494944 AUTOMATED MACHINE LEARNING PIPELINE GENERATION Non-Final OA Amazon Technologies, Inc.
18007703 LEARNING METHOD, LEARNING APPARATUS AND PROGRAM Non-Final OA NTT, Inc.
17294746 VERIFICATION OF CLASSIFICATION DECISIONS IN CONVOLUTIONAL NEURAL NETWORKS Final Rejection Siemens Aktiengesellschaft
18541768 DATA IMPUTATION OF UNKNOWN-UNKNOWN DATA AND USE THEREOF Non-Final OA Optum, Inc.
18540596 OPTIMIZATION OF ROBOTIC PROCESS AUTOMATION (RPA) Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18530313 PROVIDING GUIDANCE ON THE USE OF MACHINE LEARNING TOOLS Non-Final OA International Business Machines Corporation

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