Prosecution Insights
Last updated: August 17, 2026

Examiner: SONIFRANK, RICHA MISHRA

Tech Center 2600 • Art Units: 2627 2654 2655 2673 2674

This examiner grants 67% of resolved cases

Performance Statistics

66.8%
Allow Rate
+4.8% vs TC avg
416
Total Applications
+24.7%
Interview Lift
1109
Avg Prosecution Days
Based on 391 resolved cases, 2023–2026

Rejection Statute Breakdown

15.7%
§101 Eligibility
8.7%
§102 Novelty
62.6%
§103 Obviousness
8.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18940995 SYSTEM AND METHOD FOR GENERATING RESPONSES ASSOCIATED WITH NATURAL LANGUAGE INPUT Non-Final OA The Toronto-Dominion Bank
18481954 AI ENGINE FOR TRAINING CREDIT CARD CHATBOT Non-Final OA The Toronto-Dominion Bank
18241126 METHOD FOR PROVIDING GROUP CALL SERVICE, AND ELECTRONIC DEVICE SUPPORTING SAME Non-Final OA Samsung Electronics Co., Ltd.
17353297 APPARATUS AND METHOD FOR SOURCE SEPARATION USING AN ESTIMATION AND CONTROL OF SOUND QUALITY Final Rejection Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.
18951350 INTELLIGENT AUTOMATED ASSISTANT IN A HOME ENVIRONMENT Non-Final OA Apple Inc.
18238878 SMART TEXT REWRITING FOR INTERACTIVE DOMAINS Non-Final OA Google LLC
19021279 SPEECH RECOGNITION METHOD AND SPEECH RECOGNITION DEVICE Non-Final OA HONDA MOTOR CO., LTD.
18788847 SYSTEMS AND METHODS FOR DETERMINING WHETHER TO TRIGGER A VOICE CAPABLE DEVICE BASED ON SPEAKING CADENCE Non-Final OA Adeia Guides Inc.
18814787 METHOD AND SYSTEM OF CLASSIFICATION IN A NATURAL LANGUAGE USER INTERFACE Non-Final OA Microsoft Technology Licensing, LLC
18969979 Apparatus and Method and for Correcting Result of Speech Recognition by Using Camera Non-Final OA Kia Corporation
18817996 Generative Language Model Human Readable Plan Generation And Refinement In A Database System Non-Final OA Salesforce, Inc.
18750469 Systems And Methods For Generative Language Model Database System Integration Architecture Final Rejection Salesforce, Inc.
18478867 SYSTEMS AND METHODS FOR ANSWERING INQUIRIES USING VECTOR EMBEDDINGS AND LARGE LANGUAGE MODELS Non-Final OA INTUIT INC.
18501444 KEYWORD EXTRACTION TO GENERATE SUBJECT LINES Non-Final OA Shopify Inc.
18813625 METHOD AND SYSTEM FOR DYNAMICALLY CREATING INSTANCE FOR CONTENT OF INFORMATION PROVIDER Non-Final OA NAVER CORPORATION
18490426 CONDITIONING PROMPTS FOR GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEMS FOR PRODUCTION OF STRUCTURED OUTPUT Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18759129 METHOD FOR GENERATING VIDEO DIALOG QUESTION ANSWERING DATA, ELECTRONIC DEVICE, AND MEDIUM Non-Final OA BEIJING YOUZHUJU NETWORK TECHNOLOGY CO., LTD.
18790931 In-Vehicle Object Queries with Large Multi-Modal Models Non-Final OA Nissan North America, Inc.
18606758 Filtering Content for Automated User Interactions Using Language Models Non-Final OA PlanetArt, LLC

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