Prosecution Insights
Last updated: May 29, 2026

Examiner: CHOWDHURY, ZIAUL A.

Tech Center 2100 • Art Units: 2192

This examiner grants 87% of resolved cases

Performance Statistics

87.0%
Allow Rate
+32.0% vs TC avg
562
Total Applications
+36.8%
Interview Lift
1134
Avg Prosecution Days
Based on 548 resolved cases, 2023–2026

Rejection Statute Breakdown

2.2%
§101 Eligibility
8.1%
§102 Novelty
88.2%
§103 Obviousness
0.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18528542 DESIGN-BASED INTELLIGENT ENGINE Final Rejection The Toronto-Dominion Bank
18612236 INTELLIGENT CODE INTERCEPTOR FOR GENERATING A NO-CODE AUTOMATION TEST SUITE USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI) Non-Final OA Bank of America Corporation
18609193 AUTOMATIC SOFTWARE PROVENANCE TRACING Non-Final OA International Business Machines Corporation
18597467 SYSTEMS AND METHODS FOR RECONCILING SOFTWARE RELEASE SCOPE REQUIREMENTS Non-Final OA JPMORGAN CHASE BANK, N.A.
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
18367798 PROGRAMMING LANGUAGE TO INTERACT WITH LARGE LANGUAGE MODEL Non-Final OA SAP SE
18622016 APPARATUSES, METHODS, SYSTEMS, AND COMPUTER STORAGE MEDIA FOR ALERT GROUP SUMMARIZATION Non-Final OA ATLASSIAN PTY LTD.

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