Prosecution Insights
Last updated: May 29, 2026

Examiner: GIULIANI, GIUSEPPI J

Tech Center 2100 • Art Units: 2153 2157 2165

This examiner grants 58% of resolved cases

Performance Statistics

58.5%
Allow Rate
+3.5% vs TC avg
310
Total Applications
+6.4%
Interview Lift
1246
Avg Prosecution Days
Based on 284 resolved cases, 2023–2026

Rejection Statute Breakdown

0.7%
§101 Eligibility
7.1%
§102 Novelty
85.8%
§103 Obviousness
4.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18695268 Methods and Systems for Storing Object Information With Contextual Information Final Rejection Apple Inc.
18317459 CONTEXTUAL INSIGHT SYSTEM Final Rejection Microsoft Technology Licensing, LLC
18054592 TEXT INPUT TO THREE-DIMENSIONAL (3D) IMAGES Non-Final OA Lemon Inc.
18491063 PLACEHOLDER IMAGE IDENTIFICATION Final Rejection RAKUTEN GROUP, INC.
17167868 SEMI-CROWDSOURCED EXPERT-IN-THE-LOOP METHOD FOR THE EXTRACTION AND COMPILATION OF DIAGNOSIS AND REPAIR KNOWLEDGE Non-Final OA Robert Bosch GmbH
18839975 SEARCH RESULT DISPLAY METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM Non-Final OA Douyin Vision (Beijing) Co., Ltd.
18642288 SYSTEM, METHOD AND APPARATUS FOR REAL TIME INTERNET SEARCHING USING LARGE LANGUAGE MODELS Non-Final OA AMADEUS S.A.S.
17959759 Communications Interface Between Separate Systems Referencing Distributed Ledger Non-Final OA SAP SE
18829467 OPERATION MANAGEMENT SYSTEM AND OPERATION MANAGEMENT METHOD Final Rejection Hitachi Vantara, Ltd.
19003048 SYSTEM AND METHOD FOR VERIFIED PREDICTIONS AND PERFORMANCE Non-Final OA YAHOO ASSETS LLC
18938587 DOCUMENT RETRIEVAL USING INTRA-IMAGE RELATIONSHIPS Non-Final OA Georgetown University
18824490 DATA PROCESSING METHOD, CATEGORY IDENTIFICATION METHOD AND COMPUTER DEVICE Final Rejection MaShang Consumer Finance Co., Ltd.
18700775 RECORDS MATCHING TECHNIQUES FOR FACILITATING DATABASE SEARCH AND FRAGMENTED RECORD DETECTION Non-Final OA EQUIFAX INC.
18477239 COMPUTER-IMPLEMENTED METHOD AND SYSTEM TO PROVIDE ALTERNATIVE FLAVOR COMPOSITIONS Non-Final OA Firmenich SA
16306016 METHOD AND DEVICE FOR CONTINUING A RUNNING PLAYBACK OF AUDIO AND/OR VIDEO CONTENT FROM A FIRST SOURCE AFTER A TEMPORARY INTERRUPTION OR OVERLAYING THE RUNNING PLAYBACK BY A PLAYBACK OF AUDIO AND/OR VIDEO CONTENT FROM A SECOND SOURCE Non-Final OA Continental Automotive GmbH

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