Prosecution Insights
Last updated: May 29, 2026

Examiner: SITIRICHE, LUIS A

Tech Center 2100 • Art Units: 2100 2122 2126 2129

This examiner grants 78% of resolved cases

Performance Statistics

77.7%
Allow Rate
+22.7% vs TC avg
494
Total Applications
+22.0%
Interview Lift
1315
Avg Prosecution Days
Based on 471 resolved cases, 2023–2026

Rejection Statute Breakdown

17.6%
§101 Eligibility
7.8%
§102 Novelty
65.5%
§103 Obviousness
4.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17842662 SYSTEM AND METHOD FOR SCALABLE, INTERACTIVE, COLLABORATIVE TOPIC IDENTIFICATION AND TRACKING Final Rejection Capital One Services, LLC
19329394 GENERATIVE ARTIFICIAL INTELLIGENCE MODEL SAFETY Final Rejection TRUSTWISE INC.
17179989 LEARNING APPARATUS THAT ADJUSTS TRAINING SET USED FOR MACHINE LEARNING, ELECTRONIC APPARATUS, LEARNING METHOD, CONTROL METHOD FOR ELECTRONIC APPARATUS, AND STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
17837358 AUTOMATIC RULE INDUCTION FOR SEMI-SUPERVISED TEXT CLASSIFICATION Non-Final OA MICROSOFT TECHNOLOGY LICENSING, LLC
17504374 Systems and Methods for Updating Predictive Coding Based on a Confidence Threshold Non-Final OA Open Text Inc.
17868267 SYSTEM AND METHOD FOR TEST-TIME ADAPTATION VIA CONJUGATE PSEUDOLABELS Non-Final OA Carnegie Mellon University
18959354 Training AI Models with Synthetic and Real-World Filmmaking Data Final Rejection Netflix, Inc.
16925085 ATTRIBUTE-AWARE IMAGE GENERATION USING NEURAL NETWORKS Final Rejection NVIDIA Corporation
17818861 INFERRING AUTONOMOUS DRIVING RULES FROM DATA Final Rejection Motional AD LLC
18086751 MACHINE LEARNING TECHNIQUES FOR MAINTAINING OPTIMUM NUMBER OF RESOURCES FOR DISTRUBUTION TO SELECTED ENTITIES BASED ON NON-CAUSAL INFERENCE Non-Final OA Optum Services (Ireland) Limited

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