Prosecution Insights
Last updated: April 19, 2026

Examiner: AZAD, MD ABUL K

Tech Center 2800 • Art Units: 2119 2127 2812

This examiner grants 81% of resolved cases

Performance Statistics

81.2%
Allow Rate
+13.2% vs TC avg
675
Total Applications
+20.8%
Interview Lift
1031
Avg Prosecution Days
Based on 644 resolved cases, 2023–2026

Rejection Statute Breakdown

14.8%
§101 Eligibility
4.5%
§102 Novelty
41.7%
§103 Obviousness
18.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18545317 SYSTEMS AND METHODS FOR REMOTELY ACTIVATING A WIRELESS RADIO Non-Final OA Carrier Corporation
18309137 HEATING, VENTILATION, AND AIR CONDITIONING SYSTEM CONTROL LEVERAGING FUTURE WEATHER Final Rejection Carrier Corporation
18230372 PROGRAM CREATION ASSISTANCE SYSTEM AND COMPUTER READABLE MEDIUM Non-Final OA Mitsubishi Electric Corporation
18233440 CONTROL AND OPERATION OF BRINE MAKING SYSTEM Non-Final OA THE TORO COMPANY
18529407 PROACTIVE VARIABLE CONTROL OF HARVESTER HEADER POSITIONING Non-Final OA DEERE & COMPANY
18148335 METHODS AND APPARATUS FOR COOLANT MANAGEMENT IN DISTRIBUTED COMPUTE SYSTEMS Non-Final OA Intel Corporation
18203771 PROGNOSTICS ACCELERATION FOR MACHINE LEARNING ANOMALY DETECTION Final Rejection ORACLE INTERNATIONAL CORPORATION
18418580 INFORMATION COLLECTION DEVICE Non-Final OA Tokyo Electron Limited
18225087 Zonal Machine Learning-based Protection for Distribution Systems Non-Final OA UNM Rainforest Innovations
18256665 MACHINE-LEARNING IN MULTI-STEP SEMICONDUCTOR FABRICATION PROCESSES Non-Final OA Lam Research Corporation
18035437 Tool Transport System, Control Method for Tool Transport System, and Control Program for Tool Transport System Final Rejection DMG MORI CO., LTD.
18155049 Height Measurement Techniques and Uses Thereof Final Rejection Glowforge Inc.
18509831 INFORMATION PROCESSING DEVICE, CONTROL DESIGN ASSISTANCE METHOD, AND RECORDING MEDIUM Non-Final OA INTER-UNIVERSITY RESEARCH INSTITUTE CORPORATION RESEARCH ORGANIZATION OF INFORMATION AND SYSTEMS
18446220 DOOR ACTUATOR FOR A DOOR SYSTEM AND METHOD FOR OPERATING THE SAME Non-Final OA dormakaba Deutschland GmbH
18283365 POWDER RECLAMATION Non-Final OA Peridot Print LLC
18555069 SYSTEMS AND METHODS FOR CONFIGURABLE MESSAGE PROCESSING Non-Final OA Siemens Industry Software Inc.
18528325 METHODS AND APPARATUS FOR ADDITIVE MANUFACTURING BASED ON MULTI-AXIS BUILD PLATFORMS Non-Final OA Advanced Printed Electronic Solutions LLC
18412720 INTELLIGENT SENSOR-DRIVEN PROCESSING OF ORGANIC MATTER WITH ENHANCED PATHOGEN DESTRUCTION FOR THE SMART HOME Non-Final OA Chewie Labs LLC
18494212 3D PRINTING WITH PARTIAL PART ROTATION AND REINFORCEMENT Non-Final OA Markforged, Inc.
18035814 AROMA DISPLAY, AROMA DISPLAY CONTROL DEVICE, AROMA SCHEDULING SERVER AND COMPUTER PROGRAM Non-Final OA AROMAJOIN CORPORATION
18023311 INFORMATION PROCESSING DEVICE AND SYSTEM FOR MONITORING AND PREDICTING ENVIRONMENT INSIDE A GREENHOUSE OR OPEN FIELD Final Rejection Bayer CropScience K.K.

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