Prosecution Insights
Last updated: April 19, 2026

Examiner: VASQUEZ, MARKUS A

Tech Center 2100 • Art Units: 2121

This examiner grants 50% of resolved cases

Performance Statistics

49.8%
Allow Rate
-5.2% vs TC avg
220
Total Applications
+31.7%
Interview Lift
1565
Avg Prosecution Days
Based on 201 resolved cases, 2023–2026

Rejection Statute Breakdown

27.0%
§101 Eligibility
7.0%
§102 Novelty
38.6%
§103 Obviousness
22.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17526073 SYSTEMS AND METHODS FOR REPLACING SENSITIVE DATA Non-Final OA Capital One Services, LLC
18014314 Systems and Methods for Generation of Machine-Learned Multitask Models Final Rejection Google LLC
16732792 LABELING DATA USING AUTOMATED WEAK SUPERVISION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17701525 SYSTEMS AND METHODS FOR DETERMINING DISAGGREGATED ENERGY CONSUMPTION BASED ON LIMITED ENERGY BILLING DATA Final Rejection C3.ai, Inc.
18061310 METHODS AND SYSTEMS FOR IMPROVING AN ESTIMATION OF A PROPERTY OF A QUANTUM STATE Non-Final OA 1QB INFORMATION TECHNOLOGIES INC.
18006384 MACHINE-LEARNING TECHNIQUES FOR FACTOR-LEVEL MONOTONIC NEURAL NETWORKS Non-Final OA EQUIFAX INC.
16998682 SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED DOCUMENT CLASSIFICATION Final Rejection Nationstar Mortgage LLC, d/b/a/ Mr. Cooper
17464891 Distributed algorithm to find reliable, significant and relevant patterns in large data sets Non-Final OA Innominds Inc.
17229568 METHOD AND SYSTEM FOR CLASSIFYING ENTITY OBJECTS OF ENTITIES BASED ON ATTRIBUTES OF THE ENTITY OBJECTS USING MACHINE LEARNING Non-Final OA Clari Inc.

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