Prosecution Insights
Last updated: May 29, 2026

Examiner: MAGUIRE, LINDSAY M

Tech Center 3600 • Art Units: 3619 3692 3693 3695

This examiner grants 51% of resolved cases

Performance Statistics

51.3%
Allow Rate
-0.7% vs TC avg
650
Total Applications
+32.1%
Interview Lift
1288
Avg Prosecution Days
Based on 618 resolved cases, 2023–2026

Rejection Statute Breakdown

32.9%
§101 Eligibility
12.3%
§102 Novelty
45.6%
§103 Obviousness
3.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
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
18428743 TRUSTED VALIDATION AGENT PLATFORM Non-Final OA Wells Fargo Bank, N.A.
18501752 SYSTEMS AND METHODS FOR DYNAMICALLY UPDATING MODELS USING MACHINE LEARNING Non-Final OA MASTERCARD INTERNATIONAL INCORPORATED
18509826 METHOD AND SYSTEM FOR AUTOMATIC LOAN ORIGINATION APPLICATION ROUTING AND PRIORITIZATION Final Rejection JPMorgan Chase Bank, N.A.
18374907 USING IMAGES AND VOICE RECORDINGS TO FACILITATE UNDERWRITING LIFE INSURANCE Final Rejection STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18691141 INVESTMENT TRUST PRICE PREDICTION DEVICE AND PREDICTION MODEL Non-Final OA NTT DOCOMO, INC.
18814225 GENERATING A MULTI-TRANSACTION DISPUTE PACKAGE Final Rejection Chime Financial, Inc.
18562409 IMPROVEMENTS IN AND RELATING TO MEASUREMENT APPARATUSES Non-Final OA CAMBRIDGE ENTERPRISE LIMITED
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
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
18589338 AUGMENTED RESPONSES TO RISK INQUIRIES Final Rejection SardineAI Corp.
18410651 SYSTEM AND METHOD FOR ENERGY-BACKED INVESTMENTS Non-Final OA Wertheimer Ventures, LLC

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