Prosecution Insights
Last updated: April 19, 2026

Examiner: PEREZ-ARROYO, RAQUEL

Tech Center 2100 • Art Units: 2161 2169

This examiner grants 58% of resolved cases

Performance Statistics

57.8%
Allow Rate
+2.8% vs TC avg
324
Total Applications
+32.3%
Interview Lift
1259
Avg Prosecution Days
Based on 296 resolved cases, 2023–2026

Rejection Statute Breakdown

21.9%
§101 Eligibility
8.7%
§102 Novelty
47.6%
§103 Obviousness
15.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18060749 SYSTEMS AND METHODS FOR BAGGING ENSEMBLE CLASSIFIERS FOR IMBALANCED BIG DATA Final Rejection Capital One Services, LLC
18070141 PROCESSING METHOD, SYSTEM, APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT IN DISTRIBUTED DATABASE SYSTEM Non-Final OA Tencent Technology (Shenzhen) Company Limited
17972291 REINFORCEMENT LEARNING WITH MULTIPLE OBJECTIVES AND TRADEOFFS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18863900 METHOD AND APPARATUS FOR GENERATING SONG LIST, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection Lemon Inc.
18791022 Systems and Methods for Selecting a Set of Media Items Using a Diffusion Model Non-Final OA Spotify AB
18300122 SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING INTEGRATION WITHIN A PROCESS SIMULATION SYSTEM Non-Final OA Honeywell International Inc.
17742318 SECTION-BASED MUSIC SIMILARITY SEARCHING USING NEURAL NETWORKS Final Rejection Adobe Inc.
18178626 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Final Rejection FUJIFILM Business Innovation Corp.
18980001 METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL Non-Final OA SRI International
18355331 WAFER HOTSPOT-FIXING LAYOUT HINTS BY MACHINE LEARNING Non-Final OA Sandisk Technologies, Inc.
18931988 Methods and Systems for Searching Utilizing Acoustical Context Non-Final OA The Diablo Canyon Collective LLC
18829867 Methods And Apparatuses For Multimedia Recommendation Non-Final OA Anhui Huami Health Technology Co., Ltd.
18618986 CLUSTER INTERPRETATION USING A PERSISTENCE MEASURE Non-Final OA Providence St. Joseph Health
18745856 AGGREGATION AND RECONCILIATION OF DATA EVENTS TO BE STORED ON CLOUD DATABASE Final Rejection Blackthorn IP, LLC
18654344 LARGE LANGUAGE MODEL INTERACTIONS VIA INTELLIGENT PROMPT ENRICHMENT MODULE AND UPDATED PROFILE Non-Final OA RIOT GAMES, INC.
18589386 SYSTEMS AND METHOD OF GENERATING CUSTOM MESSAGES BASED ON RULE-BASED DATABASE QUERIES IN A CLOUD PLATFORM Non-Final OA JetBlue Airways Corporation
18035722 IDENTIFICATION OF MEDIA ITEMS FOR TARGET GROUPS Non-Final OA UTOPIA Music AG
16618594 INTEREST-BASED AND BIBLIOGRAPHICAL DATA-BASED MULTIMEDIA CONTENT EXPLORATION, CURATION AND ORGANIZATION Final Rejection Push Through Innovation 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