Prosecution Insights
Last updated: April 19, 2026

Examiner: LYONS, ANDREW M

Tech Center 2100 • Art Units: 2191

This examiner grants 74% of resolved cases

Performance Statistics

73.6%
Allow Rate
+18.6% vs TC avg
482
Total Applications
+16.1%
Interview Lift
920
Avg Prosecution Days
Based on 459 resolved cases, 2023–2026

Rejection Statute Breakdown

14.2%
§101 Eligibility
14.5%
§102 Novelty
57.3%
§103 Obviousness
6.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18324940 SYSTEMS AND METHODS FOR DETECTING ACCESSIBILITY FAILURES Non-Final OA Capital One Services, LLC
18434792 PROJECTOR AND CONTROL METHOD THEREOF Non-Final OA Coretronic Corporation
18384412 DEVICE PERFORMANCE ISSUE OPTIMIZATION Non-Final OA Apple Inc.
18554773 APPARATUS AND METHOD FOR GENERATING DEBUG INFORMATION Final Rejection Arm Limited
18429663 INFORMATION PROCESSING DEVICE Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18625425 INTELLIGENT HARDWARE DEFINED DEPLOYMENT Non-Final OA International Business Machines Corporation
18625279 METHOD FOR GENERATING AT LEAST ONE NEW TEST CASE FOR A FUZZING SOFTWARE TEST Non-Final OA Robert Bosch GmbH
18625319 COMPUTING SYSTEMS AND METHODS FOR IDENTIFYING SOFTWARE TEST CASES USING NATURAL LANGUAGE PROCESSING Non-Final OA The Toronto-Dominion Bank
18141992 METHOD FOR VALIDATING AN UPGRADED VERSION OF WIND TURBINE CONTROL SOFTWARE Final Rejection VESTAS WIND SYSTEMS A/S
18364320 INSTRUMENTATION OF WEB BASED APPLICATIONS AFFECTED BY USER INACTIVITY Final Rejection Oracle International Corporation
18364342 TECHNIQUES FOR TEST AUTOMATION GENERATION FROM TELEMETRY DATA Final Rejection Oracle International Corporation
18364327 TECHNIQUES FOR TELEMETRY DATA COMPARISON FOR REGRESSION DETECTION Final Rejection Oracle International Corporation
18065563 VEHICLE SOFTWARE DEPLOYMENT SERVICE Non-Final OA Amazon Technologies, Inc.
18065565 VEHICLE APPLICATION DEPLOYMENT PLANNER Non-Final OA Amazon Technologies, Inc.
18360576 EVALUATION OF SOFTWARE DEPLOYMENT PIPELINE STAGES BY APPLYING SOFTWARE TESTING CHECKERS Non-Final OA Dell Products L.P.
18440360 SYSTEM AND METHOD FOR INDEXING SOURCE CODE Non-Final OA The Research Foundation for the State University of New York
18494114 SYSTEM AND METHOD FOR ERROR REPRODUCTION IN WEB-BASED APPLICATIONS Non-Final OA Noibu Technologies Inc.

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