Prosecution Insights
Last updated: August 18, 2026

Examiner: CHBOUKI, TAREK

Tech Center 2100 • Art Units: 2138 2151 2161 2165

This examiner grants 81% of resolved cases

Performance Statistics

81.1%
Allow Rate
+26.1% vs TC avg
882
Total Applications
+24.1%
Interview Lift
1172
Avg Prosecution Days
Based on 859 resolved cases, 2023–2026

Rejection Statute Breakdown

9.2%
§101 Eligibility
12.7%
§102 Novelty
53.5%
§103 Obviousness
8.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19245771 System and Method For Managing Data From Different Sources Non-Final OA The Toronto-Dominion Bank
19151837 Using Large Language Models for Dialogue Management and Recommendations in a Conversational Recommender System Non-Final OA Google LLC
19237635 Systems and Methods for Weighted Quantization Non-Final OA Google LLC
18586724 Systems and Methods for Dynamically Manipulating Data Non-Final OA Capital One Services, LLC
18178942 INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA FUJIFILM Business Innovation Corp.
19258148 IDENTITY RESOLUTION IN BIG, NOISY, AND/OR UNSTRUCTURED DATA Non-Final OA www.TrustScience.com Inc.
18286086 UNIFORM RESOURCE IDENTIFIER Non-Final OA NCHAIN LICENSING AG
19095583 Machine Learning Based Reconciliation Error Detection And Correction Non-Final OA Oracle International Corporation
19056143 SYSTEM AND METHOD FOR USE WITH A DATA ANALYTICS ENVIRONMENT FOR PROVIDING AMBIENT ANALYTICS INFORMATION Final Rejection ORACLE INTERNATIONAL CORPORATION
18824688 ORGANIZING, DISCOVERING AND EVALUATING MARKETPLACE DATASETS AND SERVICES BY INDUSTRY BUSINESS NEEDS Final Rejection Snowflake Inc.
19282422 OBTAINING RESULTS DATA USING AGENTIC ANALYSIS Non-Final OA ThoughtSpot, Inc.
19029102 SYSTEM AND METHOD USING A LARGE LANGUAGE MODEL (LLM) AND/OR REGULAR EXPRESSIONS FOR FEATURE EXTRACTIONS FROM UNSTRUCTURED OR SEMI-STRUCTURED DATA TO GENERATE ONTOLOGICAL GRAPH Final Rejection Cisco Technology, Inc.
18607044 USING A STORAGE DRIVER TO CUSTOMIZE EDGE OPERATING SYSTEMS Final Rejection Red Hat, Inc.

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