Prosecution Insights
Last updated: April 19, 2026

Examiner: GUILIANO, CHARLES A

Tech Center 3600 • Art Units: 3623 3669

This examiner grants 36% of resolved cases

Performance Statistics

36.3%
Allow Rate
-15.7% vs TC avg
370
Total Applications
+37.6%
Interview Lift
1327
Avg Prosecution Days
Based on 336 resolved cases, 2023–2026

Rejection Statute Breakdown

33.3%
§101 Eligibility
13.6%
§102 Novelty
33.9%
§103 Obviousness
16.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18891593 SYSTEMS AND METHODS FOR OPTIMIZING LABOR RESOURCES Non-Final OA Walmart Apollo, LLC
18830849 SYSTEMS AND METHODS FOR SMART PRODUCTION OPERATIONS Final Rejection Schlumberger Technology Corporation
18569285 SYSTEMS AND METHODS FOR RISK PROCESSING OF SUPPLY CHAIN MANAGEMENT SYSTEM DATA Non-Final OA JABIL INC.
18937595 INFORMATION PROCESSING METHOD, RECORDING MEDIUM, AND INFORMATION PROCESSING SYSTEM Non-Final OA Panasonic Intellectual Property Management Co., Ltd.
18670783 SIMULATION DEVICE, SYSTEM, AND METHOD Final Rejection Panasonic Intellectual Property Management Co., Ltd.
18709919 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Final Rejection NEC Corporation
18367369 DATA CENTER MANAGEMENT SYSTEM Non-Final OA Hitachi, Ltd.
18491004 CROWDSOURCED PRICE BASED SOFTWARE FEATURE IMPLEMENTATION Non-Final OA International Business Machines Corporation
17656355 ARTIFICIAL INTELLIGENCE-BASED TASK ASSIGNMENT ASSISTANT IN MULTIPARTICIPANT MESSAGE EXCHANGES Non-Final OA International Business Machines Corporation
18727658 RISK MODELING AND VISUALIZATION USING MULTIDIMENSIONAL INTERFACES Non-Final OA OneTrust LLC
18581829 PREDICTING TAKEOVERS ACROSS MOBILITIES FOR FUTURE PERSONALIZED MOBILITY SERVICES Final Rejection Honda Motor Co., Ltd.
18982056 METHOD OF ENHANCING CUSTOMER RELATIONSHIP MANAGEMENT CONTENT AND WORKFLOW Non-Final OA HUBSPOT, INC.
17932862 AI-BASED HYPERPARAMETER TUNING IN SIMULATION-BASED OPTIMIZATION Non-Final OA C3.ai, Inc.
18924054 METHOD AND SYSTEM FOR DYNAMIC SKILLS ASSESSMENT Non-Final OA Performa Learning, Inc.
18782092 SYSTEM AND METHOD OF ESTIMATING RISK FOR A PLURALITY OF ASSETS Final Rejection JANA Corporation
18413731 METHOD FOR CONSTRUCTING A GOODS LOGISTICS FACILITY, COMPUTER-READABLE STORAGE MEDIUM, AND GOODS LOGISTICS FACILITY Final Rejection Jungheinrich AG
18563529 QUALITY MANAGEMENT APPARATUS, QUALITY MANAGEMENT METHOD AND PROGRAM Non-Final OA NNT, Inc.
18375917 Systems and Methods for Automated Process Configuration and Information Storage Final Rejection NetImpact Strategies, Inc.
18158758 SYSTEMS AND METHODS FOR A HIERARCHICAL FEATURE PROPAGATOR Final Rejection UKG Inc.
18324408 USER-CONTRIBUTOR RANKING AND MATCHING IN A CONTENT MARKETPLACE Non-Final OA Shutterstock, Inc.
18123761 METHODS AND SYSTEMS FOR GENERATION OF PERFORMANCE OPTIMIZATION RECOMMENDATIONS AND RELATED DATA VISUALIZATION Final Rejection TeamStack.ai Corp.
17585417 ORGANIZATION HIERARCHY SYSTEMS AND METHODS Final Rejection DEALERWARE, LLC
17294869 DEVICE FOR SETTING ORDER OF CARGO SHIPMENT Non-Final OA TOTAL SOFT BANK LTD.

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