Prosecution Insights
Last updated: April 19, 2026

Examiner: HOQUE, NAFIZ E

Tech Center 2600 • Art Units: 2179 2614 2652 2693

This examiner grants 75% of resolved cases

Performance Statistics

75.0%
Allow Rate
+13.0% vs TC avg
628
Total Applications
+23.7%
Interview Lift
1141
Avg Prosecution Days
Based on 608 resolved cases, 2023–2026

Rejection Statute Breakdown

11.5%
§101 Eligibility
23.6%
§102 Novelty
42.7%
§103 Obviousness
11.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18698488 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM Non-Final OA Sony Group Corporation
18384210 EVENT-DRIVEN PERSONALIZED RECOMMENDATION SYSTEMS Non-Final OA TEACHERS INSURANCE AND ANNUITY ASSOCIATION OF AMERICA
18473496 ENHANCED USER INTERACTIONS Final Rejection American Express Travel Related Services Company, Inc.
18382331 PRODUCING CALIBRATED CONFIDENCE ESTIMATES FOR OPEN-ENDED ANSWERS BY GENERATIVE ARTIFICIAL INTELLIGENCE MODELS Non-Final OA Microsoft Technology Licensing, LLC
18761154 NAMED ENTITY RECOGNITION VISUAL CONTEXT AND CAPTION DATA Non-Final OA Snap Inc.
18662999 IN-CALL SCAM DETECTION Non-Final OA Google LLC
18337950 Origination and Destination Based Routing Non-Final OA Comcast Cable Communications, LLC
18401970 VOICE TO VOICE NATURAL LANGUAGE UNDERSTANDING PROCESSING Final Rejection Amazon Technologies, Inc.
18782037 SPEECH RECOGNITION DEVICE, SPEECH RECOGNITION METHOD, AND STORAGE MEDIUM Non-Final OA HONDA MOTOR CO., LTD.
18493472 DEEP MODEL INTEGRATION TECHNIQUES FOR MACHINE LEARNING ENTITY INTERPRETATION Non-Final OA Optum, Inc.
18631614 GENERATING SYNTHETIC VOICES FOR CONVERSATIONAL SYSTEMS AND APPLICATIONS Non-Final OA NVIDIA Corporation
18616117 AUTOMATIC SPEECH RECOGNITION WITH TARGET WORD SPOTTING Non-Final OA NVIDIA Corporation
18782617 METHOD OF EXECUTING TASK FOR LARGE LANGUAGE MODEL, DEVICE, AND STORAGE MEDIUM Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
18595547 CALL SCRIPT MODIFICATION USING A TROUBLESHOOTING LOG Final Rejection Lenovo Enterprise Solutions (Singapore) Pte Ltd.
18725817 METHOD FOR AUTOMATICALLY CREATING QUESTION-AND-ANSWER COLLECTION, PROGRAM THEREFOR, AND RECORDING MEDIUM Non-Final OA INTERACTIVE SOLUTIONS CORP.
18394008 METHOD FOR OPTIMIZING A STATE OF A RIDER OF A VEHICLE BASED ON USING A WEARABLE SENSOR TO DETECT A CHANGE IN EMOTIONAL STATE OF THE RIDER Non-Final OA STRONG FORCE TP PORTFOLIO 2022, LLC

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