Prosecution Insights
Last updated: May 29, 2026

Examiner: AZAD, MD ABUL K

Tech Center 2800 • Art Units: 2117 2119 2127 2812

This examiner grants 81% of resolved cases

Performance Statistics

81.2%
Allow Rate
+13.2% vs TC avg
677
Total Applications
+21.1%
Interview Lift
984
Avg Prosecution Days
Based on 654 resolved cases, 2023–2026

Rejection Statute Breakdown

2.5%
§101 Eligibility
7.3%
§102 Novelty
85.7%
§103 Obviousness
1.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18309137 HEATING, VENTILATION, AND AIR CONDITIONING SYSTEM CONTROL LEVERAGING FUTURE WEATHER Final Rejection Carrier Corporation
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
18256665 MACHINE-LEARNING IN MULTI-STEP SEMICONDUCTOR FABRICATION PROCESSES Non-Final OA Lam Research Corporation
18155049 Height Measurement Techniques and Uses Thereof Final Rejection Glowforge Inc.
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.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month