Prosecution Insights
Last updated: August 18, 2026

Examiner: PAULINO, LENIN

Tech Center 4100 • Art Units: 2193 2197 4100

This examiner grants 58% of resolved cases

Performance Statistics

57.6%
Allow Rate
-2.4% vs TC avg
370
Total Applications
+26.2%
Interview Lift
1428
Avg Prosecution Days
Based on 337 resolved cases, 2023–2026

Rejection Statute Breakdown

19.4%
§101 Eligibility
9.1%
§102 Novelty
59.7%
§103 Obviousness
5.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18940535 USING MACHINE LEARNING TO PREDICT TESTS ASSOCIATED WITH APPLICATION PROGRAMMING INTERFACE UPDATES Non-Final OA Citibank, N.A.
18462363 LARGE LANGUAGE MODEL TRAINING FOR TEST CASE GENERATION Non-Final OA The Toronto-Dominion Bank
18462353 TEST CASE GENERATION USING GENERATING ARTIFICIAL INTELLIGENCE Non-Final OA The Toronto-Dominion Bank
18754341 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA NEC Corporation
17893556 Production Build Integrity Verification Non-Final OA Zscaler, Inc.
18428420 METHODS AND SYSTEMS FOR PROCESSING ANALYSIS TOOL ALERTS AND FOR GENERATING PROMPTS AND FIX SUGGESTIONS FOR THE ALERTS USING AI Non-Final OA Microsoft Technology Licensing, LLC
18814901 MUTATION TESTING WITHIN CONTINUOUS INTEGRATION SYSTEMS Non-Final OA State Farm Mutual Automobile Insurance Company
18560804 ARTIFICIAL INTELLIGENCE BASED COGNITIVE TEST SCRIPT GENERATION Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18609977 DETECTING WEB APPLICATION VULNERABILITIES Non-Final OA SAP SE
18372717 Electronic system and firmware update method having firmware update troubleshooting mechanism Non-Final OA REALTEK SEMICONDUCTOR CORPORATION
18094267 System For Publishing Embedded Web Application With Atomic Version Control Non-Final OA Salesforce, Inc.
18218804 Injecting Faults by Instrumentation Code Final Rejection eBay Inc.
18811218 GENERATION OF TEST SCRIPTS AND REPORTS FOR VERIFYING AND VALIDATING APPLICATIONS USING GENERATIVE MODELS Final Rejection Click Therapeutics, Inc.
17885950 OPERATOR MIRRORING Non-Final OA International Business Machines Corporation

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