Prosecution Insights
Last updated: May 29, 2026

Examiner: ZARRINEH, SHAHRIAR

Tech Center 2400 • Art Units: 2496 2497

This examiner grants 79% of resolved cases

Performance Statistics

78.7%
Allow Rate
+20.7% vs TC avg
494
Total Applications
+7.8%
Interview Lift
958
Avg Prosecution Days
Based on 437 resolved cases, 2023–2026

Rejection Statute Breakdown

2.9%
§101 Eligibility
7.4%
§102 Novelty
80.5%
§103 Obviousness
4.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18539667 CLOUD LAUNCH APPLICATION SECURITY PARAMETERS (CLASP) Final Rejection Wells Fargo Bank, N.A.
18709977 PRODUCT MANAGEMENT SYSTEM, PRODUCT DEVICE, PRODUCT MANAGEMENT METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Final Rejection NEC Corporation
17975832 LEGAL HOLD AND RELATED DATA ACCESS CONTROLS USING STATIC CONTENT-BASED DATASETS Final Rejection Dell Products L.P.
17913906 Network Traffic Capture Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
19012068 MITIGATION OF RANSOMWARE IN INTEGRATED, ISOLATED APPLICATIONS Non-Final OA Microsoft Technology Licensing, LLC
18116400 SYSTEMS AND METHODS FOR REAL-TIME PERMISSIONING FOR DIGITAL RESOURCES IN A DISTRIBUTED COMPUTING SYSTEM Non-Final OA BANK OF AMERICA CORPORATION
18960836 MANAGEMENT DEVICE, MANAGEMENT METHOD, AND NON-TRANSITORY STORAGE MEDIUM Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18434289 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD FOR GENERATING ACCOUNT INFORMATION FOR A COMPANY Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18364681 SECURED RADIO FREQUENCY IDENTIFICATION DEVICES Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17447929 AUDIO COMMAND CORROBORATION AND APPROVAL Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17120330 API ACCESS TO SECURITY-SENSITIVE COMPUTING SYSTEM Non-Final OA International Business Machines Corporation
18907060 ENABLING USING EXTERNAL TENANT MASTER KEYS Non-Final OA Workday, Inc.
18235094 SYSTEMS AND METHODS FOR CONNECTING PRIVATE DEVICES TO PUBLIC DEVICES ACCORDING TO CONNECTION PARAMETERS Non-Final OA Adeia Guides Inc.
16181099 Localized Multi-Factor Network Authentication Final Rejection Comcast Cable Communications, LLC
17652326 COLLECTION FOLDER FOR COLLECTING FILE SUBMISSIONS Final Rejection Dropbox, Inc.
17214185 FILE CONTENT ANALYSIS AND DATA MANAGEMENT Non-Final OA Rubrik, Inc.
18249318 PROTECTING INFORMATION REGARDING MACHINE LEARNING MODELS Final Rejection Hewlett-Packard Development Company, L.P.
18841958 METHOD AND MODULE FOR DETECTING ATTEMPTED CYBER ATTACKS IN A FLEET OF COMPUTERS Final Rejection Orange
16953610 PHONE CALL ENDPOINT SECURITY Final Rejection Charter Communications Operating, LLC
18500876 SYSTEMS AND METHODS FOR ACCESS PROTECTION OF SYSTEM PERIPHERALS Non-Final OA Cirrus Logic International Semiconductor Ltd.
18942181 SYSTEM AND METHOD FOR SECURELY COMMUNICATING A TEXT MESSAGE CONTENT BETWEEN A SENDER AND A RECIPIENT Non-Final OA Paubox, Inc.
18928994 EVENT DETECTION MODEL Non-Final OA CrowdStrike, Inc.
17095884 ZERO-TOUCH SECURITY SENSOR UPDATES Final Rejection CrowdStrike, Inc.
18425297 COMMAND VALIDATION AT AN INTERMEDIARY DEVICE Non-Final OA HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
18277277 METHOD FOR SECURE EXCHANGES BETWEEN AN ACCESS CONTROL READER, IOT HUB AND A DATA PROCESSING UNIT Final Rejection SYSTEMES ET TECHNOLOGIES IDENTIFICATION (STID)
18480057 Public Key Infrastructure (PKI) Monitoring Systems and Methods Non-Final OA PKI Solutions LLC
17940677 Systems And Methods For High Volume Processing Support Of Electronic Signature Tracking Final Rejection Leonardo US Cyber and Security Solutions, LLC
17547568 DATA BLURRING Final Rejection Business Objects Software Ltd.

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