Prosecution Insights
Last updated: August 18, 2026

Examiner: SINGLETARY, TYRONE E

Tech Center 3600 • Art Units: 3623 3625

This examiner grants 30% of resolved cases

Performance Statistics

30.4%
Allow Rate
-21.6% vs TC avg
231
Total Applications
+28.7%
Interview Lift
1287
Avg Prosecution Days
Based on 194 resolved cases, 2023–2026

Rejection Statute Breakdown

24.5%
§101 Eligibility
11.4%
§102 Novelty
51.1%
§103 Obviousness
11.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19012926 MANAGEMENT SYSTEM AND MANAGEMENT METHOD Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18282401 AUTOMATED POLICY COMPLIANCE Final Rejection PAYPAL, INC.
18440339 Machine Management System Non-Final OA The Boeing Company
19019708 AI Based Plant Status Reporting Non-Final OA ABB Schweiz AG
17665463 METHOD AND SYSTEM FOR COMBINATORIAL OPTIMIZATION OF VEHICLE ROUTING USING A SIMULATED ANNEALING ON A UNIVERSAL OPTIMIZATION PROCESSOR Non-Final OA QPIAI INDIA PRIVATE LIMITED
18596365 Ontology System Data Validation for Monitoring Communication System Data Handling Facilities Non-Final OA T-Mobile Innovations LLC
18791172 ADVICE PLANNER Non-Final OA INTUIT INC.
18981392 AUTOMATED TECHNICAL DEBT EVALUATION AND SCORING USING ARTIFICIAL INTELLIGENCE Final Rejection TEACHERS INSURANCE AND ANNUITY ASSOCIATION OF AMERICA
18422964 METHOD AND SYSTEM FOR ENHANCING SALES REPRESENTATIVE PERFORMANCE USING MACHINE LEARNING MODELS Final Rejection Dell Products L.P.
17815563 SYSTEMS AND METHODS FOR DATA ANALYTICS FOR VIRTUAL ENERGY AUDITS AND VALUE CAPTURE ASSESSMENT OF BUILDINGS Non-Final OA Case Western Reserve University
18567265 MULTI-OBJECTIVE OPTIMIZATION BASED SERVICE POLICY GENERATION Final Rejection Alipay (Hangzhou) Information Technology Co., Ltd.

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