Prosecution Insights
Last updated: August 18, 2026

Examiner: LADONI, AHOORA

Tech Center 3600 • Art Units: 3688 3689

This examiner grants 5% of resolved cases

Performance Statistics

5.3%
Allow Rate
-46.7% vs TC avg
49
Total Applications
+10.5%
Interview Lift
1027
Avg Prosecution Days
Based on 19 resolved cases, 2023–2026

Rejection Statute Breakdown

40.4%
§101 Eligibility
13.5%
§102 Novelty
40.4%
§103 Obviousness
3.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18741603 ORDER SUPPORTING METHOD, ORDER SUPPORTING SYSTEM, AND RECORDING MEDIUM Final Rejection ASICS CORPORATION
18012438 SMART WINDOW DISPLAY, AND METHOD FOR OPERATING SMART WINDOW DISPLAY Final Rejection LG ELECTRONICS INC.
18647202 INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18455725 RELATIONSHIP CLASSIFICATION FOR CONTEXT-SENSITIVE RELATIONSHIPS BETWEEN CONTENT ITEMS Non-Final OA Apple Inc.
18498441 SYSTEMS AND METHODS FOR RECORDATION OF INTERACTION DATA Non-Final OA Capital One Services, LLC
19169557 ITEM RECOMMENDATION Non-Final OA TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
19064885 INFORMATION PROCESSING APPARATUS, PRESENTING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM Non-Final OA NEC Corporation
18712030 CONTROL SYSTEM, CONTROL METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18189471 DISPLAY CONTROL METHOD, NON-TRANSITORY RECORDING MEDIUM, AND DISPLAY CONTROL DEVICE Final Rejection CASIO COMPUTER CO., LTD.
18428971 SYSTEMS AND METHODS FOR TRAINING A MACHINE LEARNING MODEL TO DETERMINE MISSING TOKENS TO AUGMENT PRODUCT METADATA FOR SEARCH RETRIEVAL Final Rejection Walmart Apollo, LLC
18427501 SYSTEM AND METHOD FOR DETERMINING COMPLEMENTARY ITEMS FOR OUTFIT RECOMMENDATION Non-Final OA Walmart Apollo, LLC
18688513 BEHAVIOR PREDICTING DEVICE Final Rejection NTT DOCOMO, INC.
18933820 USING A LARGE LANGUAGE MODEL FOR ALTERNATIVE INGREDIENT DETERMINATION Final Rejection Maplebear Inc.
19216241 SYSTEMS AND METHODS FOR INTEGRATING MODELS WITH COORDINATORS AND ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A MARKETPLACE ENVIRONMENT Non-Final OA Affle (India) Limited, India
18079544 GENERATING AN ORDER INCLUDING MULTIPLE ITEMS FROM A USER INTENT DETERMINED FROM UNSTRUCTURED DATA RECEIVED VIA A CHAT INTERFACE Non-Final OA Maplebear Inc. (dba Instacart)

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