Prosecution Insights
Last updated: April 19, 2026

Examiner: MAGUIRE, LINDSAY M

Tech Center 3600 • Art Units: 3619 3692 3693 3695

This examiner grants 51% of resolved cases

Performance Statistics

51.2%
Allow Rate
-0.8% vs TC avg
648
Total Applications
+31.9%
Interview Lift
1218
Avg Prosecution Days
Based on 613 resolved cases, 2023–2026

Rejection Statute Breakdown

39.0%
§101 Eligibility
12.8%
§102 Novelty
23.6%
§103 Obviousness
18.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18428743 TRUSTED VALIDATION AGENT PLATFORM Non-Final OA Wells Fargo Bank, N.A.
19064957 AUTOMATED TELLER MACHINE AND MOBILE COMPUTING DEVICE WITH SYNCHRONIZED DISPLAYS Non-Final OA Capital One Services, LLC
18915515 SYSTEMS AND METHODS FOR RISK SIGNAL COLLECTION AND SHIFTING FRAUD RESPONSIBILITY Non-Final OA Capital One Services, LLC
18614315 GENERATING WARNINGS FOR OPERATION EXECUTION Final Rejection Capital One Services, LLC
18302575 IMAGE ANALYSIS AND IDENTIFICATION USING MACHINE LEARNING WITH OUTPUT ESTIMATION Final Rejection Capital One Services, LLC
18509826 METHOD AND SYSTEM FOR AUTOMATIC LOAN ORIGINATION APPLICATION ROUTING AND PRIORITIZATION Final Rejection JPMorgan Chase Bank, N.A.
18501752 SYSTEMS AND METHODS FOR DYNAMICALLY UPDATING MODELS USING MACHINE LEARNING Non-Final OA MASTERCARD INTERNATIONAL INCORPORATED
18449948 SYSTEM AND METHOD OF PAYMENT OF MERCHANTS ON BEHALF OF PAYMENT CARD SYSTEM TRANSACTION ACQUIRERS Final Rejection MasterCard International Incorporated
18374907 USING IMAGES AND VOICE RECORDINGS TO FACILITATE UNDERWRITING LIFE INSURANCE Final Rejection STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18562409 IMPROVEMENTS IN AND RELATING TO MEASUREMENT APPARATUSES Non-Final OA CAMBRIDGE ENTERPRISE LIMITED
18691141 INVESTMENT TRUST PRICE PREDICTION DEVICE AND PREDICTION MODEL Non-Final OA NTT DOCOMO, INC.
18990806 FACILITATION OF DETERMINISTIC INTERACTION WITH A DYNAMICALLY CHANGING TRANSACTION PROCESSING ENVIRONMENT Non-Final OA Chicago Mercantile Exchange Inc.
18414002 TRANSACTION PROCESSING PERFORMANCE MODULATION Non-Final OA Chicago Mercantile Exchange Inc.
18814225 GENERATING A MULTI-TRANSACTION DISPUTE PACKAGE Final Rejection Chime Financial, Inc.
18673333 WORKFLOW MANAGEMENT Non-Final OA Honeywell International Inc.
18389535 VISUALIZING WORKFLOW PROCESSES WITH DECISION BRANCHES Non-Final OA ServiceNow, Inc.
18903693 SYSTEMS AND METHODS FOR ANOMALY DETECTION USING EXPLAINABLE MACHINE LEARNING ALGORITHMS Final Rejection Hawk AI GmbH
17832547 Reinforcement Learning Based Machine Asset Planning and Management Apparatuses, Processes and Systems Non-Final OA FMR LLC
17383317 Machine Learning Portfolio Simulating and Optimizing Apparatuses, Methods and Systems Non-Final OA FMR LLC
18675228 Generating Synthetic Data For Machine Learning Training Non-Final OA Data-Core Systems, Inc.
18771807 SYSTEMS AND METHODS FOR A PRIVATE SECTOR MONETARY AUTHORITY Non-Final OA Fulcrum IP Corporation
18695854 HYBRID DOME ATTRACTION Non-Final OA Kraftwerk Living Technologies GmbH
18569491 VISUAL COMPARISON OF CHROMATOGRAPHY RESULTS Non-Final OA Dionex Softron GmbH
18589338 AUGMENTED RESPONSES TO RISK INQUIRIES Final Rejection SardineAI Corp.
18410651 SYSTEM AND METHOD FOR ENERGY-BACKED INVESTMENTS Non-Final OA Wertheimer Ventures, LLC
18398153 METHOD, APPARATUS AND COMPUTER-READABLE MEDIUM FOR MONITORING ABNORMAL CONDITION BASED ON MULTI SENSOR Non-Final OA SKAIChips Co., Ltd.
18520861 SYSTEM AND METHOD FOR DYNAMIC DIVISION OF PERSONAL ITEMS Final Rejection Willdivi Inc.

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