Prosecution Insights
Last updated: May 29, 2026

Examiner: RUTTEN, JAMES D

Tech Center 2100 • Art Units: 2121 2192 2194 2197

This examiner grants 63% of resolved cases

Performance Statistics

62.8%
Allow Rate
+7.8% vs TC avg
609
Total Applications
+38.7%
Interview Lift
1491
Avg Prosecution Days
Based on 583 resolved cases, 2023–2026

Rejection Statute Breakdown

1.6%
§101 Eligibility
2.1%
§102 Novelty
92.5%
§103 Obviousness
3.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18037298 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM Non-Final OA NEC Corporation
18038041 COMPUTER SURROGATE MODEL TO PREDICT THE SINGLE-PHASE MIXING QUALITY IN STEADY STATE MIXING TANKS Non-Final OA AMGEN INC.
18035849 KNOWLEDGE INJECTION MODEL FOR GENERATIVE COMMONSENSE REASONING Non-Final OA Microsoft Technology Licensing, LLC
18156063 Operating Quantum Devices Using Unsupervised Learning Non-Final OA Google LLC
17670071 LATENT OUTLIER EXPOSURE FOR ANOMALY DETECTION Final Rejection Robert Bosch GmbH
18326396 REDUCING LATENCY THROUGH PROPENSITY MODELS THAT PREDICT DATA CALLS Non-Final OA PAYPAL, INC.
17129954 METHOD FOR PROVIDING AN EVALUATION AND CONTROL MODEL FOR CONTROLLING TARGET BUILDING AUTOMATION DEVICES OF A TARGET BUILDING AUTOMATION SYSTEM Non-Final OA ABB Schweiz AG
19094584 SUPERVISED, ASSISTED, OR AUTONOMOUS MODERNIZATION AGENTS OF AN APPLICATION MODERNIZATION PLATFORM Non-Final OA FlowX.AI, Inc.
17802721 MACHINE LEARNING DEVICE, CONTROL DEVICE, AND MACHINE LEARNING METHOD Non-Final OA FANUC CORPORATION
19066052 REFRIGERATION UNIT SAFETY MONITORING AND ANOMALY ROOT CAUSE ANALYSIS Non-Final OA Axiom Cloud Inc.
17513910 APPARATUS OF ANALOG-NEURON AND METHOD OF CONTROL OF ANALOG-NEURON Final Rejection KABUSHIKI KAISHA TOSHIBA
18192954 QUANTUM CIRCUIT MAPPING USING REINFORCEMENT LEARNING TECHNIQUES Non-Final OA Amazon Technologies, Inc.
18059710 METHOD AND SYSTEM FOR MUTUAL INFORMATION (MI) BASED SPIKE ENCODING OPTIMIZATION OF MULTIVARIATE DATA Non-Final OA Tata Consultancy Services Limited
17454935 COMPILATION OF NEURAL NETWORKS INTO SUBGRAPHS FOR PROCESSING BY MULTIPLE COMPUTE CIRCUITS Non-Final OA Xilinx, Inc.
18324986 Method, System and Storage Medium for Remaining Useful Life Prediction of Aircraft Engine Based on Gaussian Process Regression Integrated Deep Learning Non-Final OA Intelligent Fusion Technology, Inc.
17984612 Dual State Circuit for Energy Efficient Hardware Implementation of Spiking Neural Networks Non-Final OA University of Windsor
17207440 RECOMMENDING TREATMENTS TO MITIGATE MEDICAL CONDITIONS AND PROMOTE SURVIVAL OF LIVING ORGANISMS USING MACHINE LEARNING MODELS Non-Final OA General Genomics, 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