Prosecution Insights
Last updated: October 02, 2026

Examiner: HOANG, AMY P

Tech Center 4100 • Art Units: 2123 2143 4100

This examiner grants 72% of resolved cases

Analysis

Amy P. Hoang is an examiner in Tech Center 4100 and Art Unit 2123, with 246 resolved cases. Her allowance rate is 72.0%, which is a favorable sign for applicants. The median days to allowance is 1149, providing a standard timeline for reaching a grant. These metrics, derived from 246 resolved cases, offer a clear picture of her examination habits and the expected outcomes for applications on her docket.

The interview lift pct of 65.3% is exceptionally high, indicating that interviews are a very powerful tool for this examiner. This lift suggests that an interview can dramatically improve the 72.0% allowance rate, making it one of the most effective strategies available to practitioners. Given the 1149 median days to allowance, an interview is a highly recommended step for resolving issues and advancing prosecution efficiently. The 246 resolved cases ensure that this 65.3% lift is a reliable metric for strategy planning.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

72.0%
Allow Rate
+12.0% vs TC avg
270
Total Applications
+65.3%
Interview Lift
1149
Avg Prosecution Days
Based on 246 resolved cases, 2023–2026

Rejection Statute Breakdown

17.1%
§101 Eligibility
16.9%
§102 Novelty
47.5%
§103 Obviousness
13.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18293908 COMPUTER-IMPLEMENTED METHOD, APPARATUS, COMPUTER-PROGRAM PRODUCT Non-Final OA BOE Technology Group Co., Ltd.
18320116 SYSTEMS AND METHODS FOR CONFIGURING AND TRAINING MACHINE LEARNING MODELS BASED ON INPUT VALUE CHARACTERISTICS Final Rejection PAYPAL, INC.
18640007 COMPUTER-READABLE RECORDING MEDIUM STORING REINFORCEMENT LEARNING PROGRAM, REINFORCEMENT LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18172448 NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING DATA GENERATION PROGRAM, DATA GENERATION METHOD, AND DATA GENERATION DEVICE Final Rejection FUJITSU LIMITED
18027604 PROCESSING SYSTEM, PROCESSING METHOD, AND PROCESSING PROGRAM Final Rejection NTT, Inc.
18144565 MACHINE LEARNING MODEL LINEAGE TRACKING Final Rejection Microsoft Technology Licensing, LLC
18205772 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE INFERENCE PLATFORM AND SENSOR CORRELATION Final Rejection Palantir Technologies Inc.
18586248 MACHINE LEARNING MODEL BASED ARCHITECTURE FOR QUERY SERVICES Non-Final OA ADP, Inc.
18298949 MACHINE LEARNING TECHNIQUES FOR IMPLEMENTING TREE-BASED NETWORK CONGESTION CONTROL Non-Final OA NVIDIA CORPORATION
18439815 BENCHMARKING MODULAR NATURAL LANGUAGE PROCESSING PIPELINES Non-Final OA Cisco Technology, Inc.
18335353 METHOD AND SYSTEM FOR DETERMINING ALPHA AND BETA VALUES OF A CANDIDATE RELATIVE TO A CLASS Final Rejection Yahoo Assets LLC
18144294 METHOD, DEVICE, AND PRODUCT FOR GENERATING USE CASE INTERFACE IN NEUROMORPHIC COMPUTATION Final Rejection Dell Products L.P.
17687535 COMPUTER-AIDED TECHNIQUES FOR AUTOMATICALLY GENERATING DESIGNS THAT REFLECT DESIGN INTENTS Non-Final OA AUTODESK, INC.
18282417 AUTONOMOUS DRIVING METHODS AND SYSTEMS Non-Final OA NANYANG TECHNOLOGICAL UNIVERSITY
18467644 Analog Hardware Realization of Neural Networks Non-Final OA PolyN Technology Limited

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