Prosecution Insights
Last updated: May 29, 2026

Examiner: WILLIS, AMANDA LYNN

Tech Center 2100 • Art Units: 2156 2158

This examiner grants 36% of resolved cases

Performance Statistics

35.6%
Allow Rate
-19.4% vs TC avg
374
Total Applications
+26.4%
Interview Lift
1731
Avg Prosecution Days
Based on 348 resolved cases, 2023–2026

Rejection Statute Breakdown

1.6%
§101 Eligibility
5.9%
§102 Novelty
86.2%
§103 Obviousness
1.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18921078 INFORMATION OUTPUT APPARATUS, INFORMATION OUTPUT METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM Non-Final OA NEC Corporation
19201798 PROVIDING GROUPS OF EVENTS TO A MESSAGE BUS BASED ON SIZE Non-Final OA Cisco Technology, Inc.
17895730 TEXT MINING USING A RELATIVELY LOWER DIMENSION REPRESENTATION OF DOCUMENTS Non-Final OA International Business Machines Corporation
17487404 CODE PAGE TRACKING AND USE FOR INDEXING AND SEARCHING Non-Final OA International Business Machines Corporation
18137111 METHOD, TERMINAL AND SYSTEM FOR TRANSMITTING FILE BETWEEN MULTIPLE TERMINALS Final Rejection TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
19000108 PROMPT ADAPTATION FOR MACHINE-LEARNING LARGE LANGUAGE MODELS (LLMS) Final Rejection Maplebear Inc.
17030149 SYSTEM AND METHOD FOR ENABLING EXTRACT TRANSFORM AND LOAD PROCESSES IN A BUSINESS INTELLIGENCE SERVER Final Rejection Oracle International Corporation
16899547 QUERY ENGINE IMPLEMENTING AUXILIARY COMMANDS VIA COMPUTERIZED TOOLS TO DEPLOY PREDICTIVE DATA MODELS IN-SITU IN A NETWORKED COMPUTING PLATFORM Final Rejection ServiceNow, Inc.
18974147 SYSTEM AND A METHOD OF TRAINING A MACHINE-LEARNING MODELS FOR SEARCH RESULTS RANKING Non-Final OA Y.E. Hub Armenia LLC
17375657 SYSTEMS AND METHODS FOR THE AUTOMATIC CATEGORIZATION OF TEXT Final Rejection Thomson Reuters Enterprise Centre GmbH
18913717 CLOUD-BASED DIGITAL TWIN AND VIRTUAL DEVICE SYSTEM FOR EFFICIENT AUDIO, VIDEO, AND CONTROL SYSTEM AND DEVICE MANAGEMENT AND TESTING Non-Final OA QSC, LLC
18510581 SYSTEMS AND METHODS FOR CREATING ENHANCED DOCUMENTS FOR PERFECT AUTOMATED PARSING Final Rejection BOLD Limited
18238134 SYSTEMS AND METHODS FOR CREATING ENHANCED DOCUMENTS FOR PERFECT AUTOMATED PARSING Non-Final OA Bold Limited
18046890 GENERATING SEARCH INSIGHT DATA Final Rejection Calabrio, Inc.

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