Prosecution Insights

Browse Companies Examiners Firms Draft Your Response

Last updated: May 29, 2026

Examiner: ROY, SANCHITA

Tech Center 2100 • Art Units: 2143 2146 2178

This examiner grants 72% of resolved cases

Performance Statistics

72.0%

Allow Rate

+17.0% vs TC avg

340

Total Applications

+46.3%

Interview Lift

1179

Avg Prosecution Days

Based on 318 resolved cases, 2023–2026

Rejection Statute Breakdown

1.1%

§101 Eligibility

3.1%

§102 Novelty

82.5%

§103 Obviousness

7.1%

§112 Clarity

Currently Pending Office Actions

App #	Title	Status	Assignee
17516999	AUTOMATIC ANALYSIS SYSTEM FOR QUALITY DATA BASED ON MACHINE LEARNING	Non-Final OA	HYUNDAI MOBIS CO., LTD.
17933348	GAN-BASED DATA GENERATION FOR CONTINUOUS CENTRALIZED ML TRAINING	Non-Final OA	Dell Products L.P.
17477314	PREDICTION RULE CALIBRATION SYSTEM AND PREDICTION RULE CALIBRATION METHOD	Final Rejection	Hitachi, Ltd.
18320007	MULTI-NODE NEURAL NETWORK CONSTRUCTED FROM PRE-TRAINED SMALL NETWORKS	Non-Final OA	Huawei Technologies Co., Ltd.
18325379	COMPUTER-IMPLEMENTED TECHNOLOGIES FOR TRAINING AND COMPRESSING A DEEP NEURAL NETWORK	Non-Final OA	Microsoft Technology Licensing, LLC
19236821	LARGE LANGUAGE MODEL SECURITY SUMMARIZATION	Final Rejection	Andromeda Security
18082510	REDUCING NUMBER OF SHOTS REQUIRED TO PERFORM A NOISY CIRCUIT SIMULATION	Non-Final OA	International Business Machines Corporation
17737065	ANOMALY DETECTION AND ANOMALOUS PATTERNS IDENTIFICATION	Non-Final OA	INTERNATIONAL BUSINESS MACHINES CORPORATION
18760889	SYSTEMS AND METHODS OF ORGANIZING AND PROVIDING BOOKMARKED CONTENT	Final Rejection	Adeia Guides Inc.
17828613	FEDERATED LEARNING USING SECURE CENTERS OF CLIENT DEVICE EMBEDDINGS	Non-Final OA	QUALCOMM Incorporated
17106027	MONITORING BIAS METRICS AND FEATURE ATTRIBUTION FOR TRAINED MACHINE LEARNING MODELS	Final Rejection	Amazon Technologies, Inc.
17879055	Insight Mining Using Machine Learning	Non-Final OA	ThoughtSpot, Inc.
17509111	Automatic suppression of non-actionable alarms with machine learning	Non-Final OA	Ciena Corporation
17754621	EFFICIENT COMPUTATIONAL INFERENCE	Non-Final OA	SECONDMIND LIMITED
18151684	SYSTEMS AND METHODS FOR ATTRIBUTION OF FACTS TO MULTIPLE INDIVIDUALS IDENTIFIED IN TEXTUAL CONTENT	Non-Final OA	Grapevine Solutions, Inc.

Facing This Examiner?

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

Build Your Strategy