Prosecution Insights
Last updated: August 17, 2026

Examiner: DASGUPTA, SHOURJO

Tech Center 2400 • Art Units: 2121 2144 2174 2176 2438

This examiner grants 65% of resolved cases

Performance Statistics

65.0%
Allow Rate
+7.0% vs TC avg
491
Total Applications
+39.2%
Interview Lift
1247
Avg Prosecution Days
Based on 460 resolved cases, 2023–2026

Rejection Statute Breakdown

12.9%
§101 Eligibility
11.2%
§102 Novelty
57.5%
§103 Obviousness
16.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17740291 MACHINE-LEARNING BASED GESTURE RECOGNITION WITH FRAMEWORK FOR ADDING USER-CUSTOMIZED GESTURES Non-Final OA Apple Inc.
18241450 DATA AUGMENTATION EVALUATION AND AUTOMATED TRAINING SET IMPROVEMENT VIA TYPICALITY Non-Final OA Robert Bosch GmbH
17510215 METHOD AND DEVICE FOR ASCERTAINING THE ENERGY INPUT OF LASER WELDING USING ARTIFICIAL INTELLIGENCE Final Rejection Robert Bosch GmbH
17663430 Machine Learning Hyperparameter Tuning Non-Final OA Google LLC
17651682 METHOD AND SYSTEM FOR PREDICTING HYDROCARBON RESERVOIR INFORMATION FROM RAW SEISMIC DATA Non-Final OA SAUDI ARABIAN OIL COMPANY
17462156 AI-BASED DETECTION OF PROCESS ANOMALIES IN USAGE DATA FROM PATIENT EXAMINATION DEVICES IN HEALTHCARE Non-Final OA Siemens Healthcare GmbH
18150941 Updating Classifiers Non-Final OA Nokia Technologies Oy
18418335 MACHINE LEARNING TRAINING DEVICE, METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM Non-Final OA INVENTEC CORPORATION
17673894 METHOD AND APPARATUS WITH ADVERSE DRUG REACTION DETECTION BASED ON MACHINE LEARNING Final Rejection RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY
18367393 MODEL GENERATION TECHNIQUES BASED ON AGGREGATION OF PARTIAL DATA Non-Final OA Adobe Inc.
18240887 IMPLICIT DATA STORAGE AND RETRIEVAL USING CROSS-MODAL HOPFIELD ENCODING Non-Final OA International Business Machines Corporation
18105077 ACOUSTIC MACHINE LEARNING WITH TRANSPARENT AND INTERPRETABLE ADAPTATION OF ACOUSTIC DATA BETWEEN ENVIRONMENTS Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17404160 MACHINE LEARNING CLASSIFICATION OF SIGNALS AND RELATED SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA Non-Final OA Northrop Grumman Systems Corporation

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