Prosecution Insights
Last updated: May 29, 2026

Examiner: TENGBUMROONG, NATHAN NARA

Tech Center 2600 • Art Units: 2654

This examiner grants 47% of resolved cases

Performance Statistics

47.4%
Allow Rate
-14.6% vs TC avg
48
Total Applications
+26.7%
Interview Lift
1111
Avg Prosecution Days
Based on 19 resolved cases, 2023–2026

Rejection Statute Breakdown

0%
§101 Eligibility
1.7%
§102 Novelty
98.3%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18787767 CHATBOT RISK MANAGEMENT Non-Final OA Capital One Services, LLC
18251248 SIGNAL PROCESSING DEVICE, SIGNAL PROCESSING METHOD, AND PROGRAM Non-Final OA SONY GROUP CORPORATION
18562962 TEXT-BASED SPEECH GENERATION Non-Final OA Microsoft Technology Licensing, LLC
18484184 CONTENT ASSISTANCE PROCESSES FOR FOUNDATION MODEL INTEGRATIONS Final Rejection Microsoft Technology Licensing, LLC
18129571 MACHINE LEARNING EXECUTION FRAMEWORK Final Rejection Microsoft Technology Licensing, LLC
18541030 System And Methods For Multi-User Large Language Model Execution Final Rejection Google LLC
18256285 SOUND SIGNAL PROCESSING METHOD AND APPARATUS, AND ELECTRONIC DEVICE Non-Final OA BEIJING YOUZHUJU NETWORK TECHNOLOGY CO. LTD.
18172711 SPEECH ENHANCEMENT USING PREDICTED NOISE Final Rejection QUALCOMM Incorporated
18081464 METHOD FOR TRAINING SLOT TAGGING MODEL, COMPUTER-READABLE MEDIUM, SPEECH RECOGNITION APPARATUS AND ELECTRONIC DEVICE Final Rejection Kia Corporation
18465720 APPARATUSES, COMPUTER PROGRAM PRODUCTS, AND COMPUTER-IMPLEMENTED METHODS FOR ADAPTING SPEECH RECOGNITION BASED ON EXPECTED RESPONSE Non-Final OA Honeywell International Inc.
18248887 Embedded Dictation Detection Non-Final OA Solventum Intellectual Properties Company
17817545 SYSTEMS AND METHODS FOR GENERATING AND CURATING TASKS Non-Final OA PANASONIC WELL LLC
18290495 LEARNING APPARATUS, LEARNING METHOD AND PROGRAM Non-Final OA NTT, Inc.
18483570 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, SOUND PROCESSING METHOD, AND SOUND PROCESSING SYSTEM Final Rejection YAMAHA CORPORATION
18610801 COMMUNICATION ANALYSIS USING LARGE LANGUAGE MODELS Non-Final OA Zoom Video Communications, Inc.
18790869 CONVERSATIONAL CONTROL OF AN APPLIANCE Non-Final OA Haier US Appliance Solutions, Inc.
18792483 MEETING MINUTES AUTOMATIC GENERATION SYSTEM AND MEETING MINUTES AUTOMATIC GENERATION METHOD Non-Final OA INVENTEC APPLIANCES CORPORATION
18424572 SLANG USAGE DETECTION AND MITIGATION FOR LARGE LANGUAGE MODELS Non-Final OA Intuit, Inc.
18137995 INTELLIGENT VIRTUAL ASSISTANT TRAINING THROUGH PHASED OBSERVATIONAL LEARNING TASKS Non-Final OA Verint Americas Inc.
18391578 SYSTEM AND METHOD FOR DETECTING AND CLASSIFYING CLASSES OF BIRDS Non-Final OA Loggerhead Instruments Inc.
18271416 SPEECH-ANALYSIS BASED AUTOMATED PHYSIOLOGICAL AND PATHOLOGICAL ASSESSMENT Non-Final OA Universitätsspital Basel

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