Prosecution Insights
Last updated: April 19, 2026

Examiner: WILLIS, AMANDA LYNN

Tech Center 2100 • Art Units: 2156 2158

This examiner grants 36% of resolved cases

Performance Statistics

35.7%
Allow Rate
-19.3% vs TC avg
370
Total Applications
+26.6%
Interview Lift
1722
Avg Prosecution Days
Based on 345 resolved cases, 2023–2026

Rejection Statute Breakdown

14.0%
§101 Eligibility
13.1%
§102 Novelty
44.8%
§103 Obviousness
21.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17808825 METHOD AND SYSTEM FOR CONFIGURABLE DATA ANALYTICS PLATFORM Final Rejection JPMorgan Chase Bank, N.A.
18178255 ARTIFICIAL INTELLIGENCE PROMPT PROCESSING AND STORAGE SYSTEM Non-Final OA Microsoft Technology Licensing, LLC
16785359 PREDICTIVE MODEL FOR RANKING ARGUMENT CONVINCINGNESS OF TEXT PASSAGES Non-Final OA Microsoft Technology Licensing, LLC
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
17172747 SYSTEMS AND METHODS TO EVALUATE A COLUMN OF TEXT STRINGS TO FIND RELATIONSHIPS Final Rejection HARTFORD FIRE INSURANCE COMPANY
17636438 Method and Device for Pre-Selecting and Determining Similar Documents Non-Final OA Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.
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
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.
16196907 SYSTEMS AND METHODS FOR INDEXING A CONTENT ASSET Final Rejection Comcast Cable Communication, LLC

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