Prosecution Insights
Last updated: April 19, 2026

Examiner: SERROU, ABDELALI

Tech Center 2600 • Art Units: 2626 2659

This examiner grants 74% of resolved cases

Performance Statistics

74.4%
Allow Rate
+12.4% vs TC avg
610
Total Applications
+30.4%
Interview Lift
1193
Avg Prosecution Days
Based on 587 resolved cases, 2023–2026

Rejection Statute Breakdown

19.7%
§101 Eligibility
17.5%
§102 Novelty
42.4%
§103 Obviousness
8.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18734932 DATABASE SYSTEMS AND METHODS FOR PERSONALIZED AGENT AUTOMATIONS Non-Final OA Salesforce, Inc.
18168691 SYSTEMS AND METHODS FOR PHONEME RECOGNITION Non-Final OA Amazon Technologies, Inc.
18783023 DYNAMICALLY ADJUSTING RESPONSE PARAMETERS OF A LARGE LANGUAGE MODEL DURING AN INTERACTION WITH A USER Non-Final OA Red Hat, Inc.
18832147 DETECTION DEVICE, DETECTION METHOD, AND PROGRAM Non-Final OA NTT TechnoCross Corporation
18807547 SYSTEMS AND METHODS FOR RESPONDING TO USER INPUTS Non-Final OA DocSplain AI Doctor Inc.
18783423 AUTOMATIC LEARNING OF ENTITIES, WORDS, PRONUNCIATIONS, AND PARTS OF SPEECH Non-Final OA SoundHound AI IP, LLC.
18732822 LARGE LANGUAGE MODEL PROMPT GENERATION AND STRUCTURING Non-Final OA Appian Corporation
18660110 CODE ENCAPSULATION MODEL FOR UNSTRUCTURED DATA ANALYSIS Non-Final OA Innovative Solutions Professionals, LLC
18421283 Systems and Methods for Domain-Agnostic Context Extraction in Natural Language Processing Final Rejection Samsung Electronics Company, Ltd.
17693414 HIERARCHICAL STRUCTURE LEARNING WITH CONTEXT ATTENTION FROM MULTI-TURN NATURAL LANGUAGE CONVERSATIONS Non-Final OA VIDURAMA, INC.
18364866 EMBODIED AGENT OR AVATAR INTERACTION AND TASK MANAGEMENT USING PATH LANGUAGE AND LARGE LANGUAGE MODELS Non-Final OA Polyup Inc.

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