Prosecution Insights
Last updated: August 17, 2026

Examiner: SHAH, PARAS D

Tech Center 2600 • Art Units: 2626 2653 2654 2655 2659

This examiner grants 73% of resolved cases

Performance Statistics

73.4%
Allow Rate
+11.4% vs TC avg
677
Total Applications
+31.2%
Interview Lift
1370
Avg Prosecution Days
Based on 654 resolved cases, 2023–2026

Rejection Statute Breakdown

18.3%
§101 Eligibility
13.4%
§102 Novelty
47.4%
§103 Obviousness
10.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18283404 ENCODING DEVICE, DECODING DEVICE, ENCODING METHOD, AND DECODING METHOD Non-Final OA Panasonic Intellectual Property Corporation of America
18692829 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM Final Rejection Sony Group Corporation
18795734 Neural-Network-Based Text-to-Speech Model for Novel Speaker Generation Non-Final OA Google LLC
18776117 PROMOTING VOICE ACTIONS TO HOTWORDS Final Rejection Google LLC
18493365 AUTOMATED PREDICTION OF PRONUNCIATION OF TEXT ENTITIES BASED ON CO-EMITTED SPEECH RECOGNITION PREDICTIONS Non-Final OA GOOGLE LLC
17981181 INVOKING AUTOMATED ASSISTANT FUNCTION(S) BASED ON DETECTED GESTURE AND GAZE Non-Final OA GOOGLE LLC
18514376 Architecture for a Hub Configured to Control a Second Device While a Connection to a Remote System is Unavailable Non-Final OA Amazon Technologies, Inc.
18581668 DOCUMENT ENTITY EXTRACTION PLATFORM BASED ON LARGE LANGUAGE MODELS Final Rejection FIDELITY INFORMATION SERVICES, LLC
17538271 COMMUNICATION FRAMEWORK FOR AUTOMATED CONTENT GENERATION AND ADAPTIVE DELIVERY Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION

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