Prosecution Insights
Last updated: April 19, 2026

Examiner: GIULIANI, GIUSEPPI J

Tech Center 2100 • Art Units: 2153 2157 2165

This examiner grants 58% of resolved cases

Performance Statistics

58.1%
Allow Rate
+3.1% vs TC avg
304
Total Applications
+7.2%
Interview Lift
1204
Avg Prosecution Days
Based on 279 resolved cases, 2023–2026

Rejection Statute Breakdown

11.4%
§101 Eligibility
14.8%
§102 Novelty
53.7%
§103 Obviousness
12.7%
§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
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
18054592 TEXT INPUT TO THREE-DIMENSIONAL (3D) IMAGES Non-Final OA Lemon Inc.
18839975 SEARCH RESULT DISPLAY METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM Non-Final OA Douyin Vision (Beijing) Co., Ltd.
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
18621458 SEARCH ENGINE OPTIMIZATION FOR VECTOR-BASED IMAGE SEARCH Final Rejection Adeia Imaging LLC
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

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