Prosecution Insights
Last updated: April 19, 2026

Examiner: CHOWDHURY, ZIAUL A.

Tech Center 2100 • Art Units: 2192

This examiner grants 87% of resolved cases

Performance Statistics

86.9%
Allow Rate
+31.9% vs TC avg
559
Total Applications
+36.8%
Interview Lift
1150
Avg Prosecution Days
Based on 544 resolved cases, 2023–2026

Rejection Statute Breakdown

14.7%
§101 Eligibility
19.9%
§102 Novelty
49.4%
§103 Obviousness
6.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18612236 INTELLIGENT CODE INTERCEPTOR FOR GENERATING A NO-CODE AUTOMATION TEST SUITE USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI) Non-Final OA Bank of America Corporation
18597467 SYSTEMS AND METHODS FOR RECONCILING SOFTWARE RELEASE SCOPE REQUIREMENTS Non-Final OA JPMORGAN CHASE BANK, N.A.
18573987 METHOD, APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PRODUCT FOR PROCESSING A COMPONENT Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18609193 AUTOMATIC SOFTWARE PROVENANCE TRACING Non-Final OA International Business Machines Corporation
18571797 A Concept for Generating a Test Specification Non-Final OA Intel Corporation
18215981 Generative Artificial Intelligence for Source Code Security Vulnerability Inspection and Remediation Non-Final OA STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18528542 DESIGN-BASED INTELLIGENT ENGINE Final Rejection The Toronto-Dominion Bank
18367798 PROGRAMMING LANGUAGE TO INTERACT WITH LARGE LANGUAGE MODEL Non-Final OA SAP SE
18390989 DETECTING ANALYSIS MODEL COMPATIBILITIES WITH COMPLEX EXPERIMENT DESIGNS TO GENERATE EXPERIMENT DESIGN AND ANALYSIS MODEL COMPATIBILITY GRAPHICAL USER INTERFACES Final Rejection Recursion Pharmaceuticals, Inc.
18332549 SYSTEMS AND METHODS FOR DYNAMIC LARGE LANGUAGE MODEL PROMPT GENERATION Final Rejection Shopify Inc.
18350247 DECENTRALIZED SOFTWARE DEVELOPMENT ENVIRONMENT FOR FUNCTION-BASED EXECUTABLE APPLICATIONS Final Rejection Trixta, Inc.

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