Prosecution Insights
Last updated: October 02, 2026

Examiner: BYRD, UCHE SOWANDE

Tech Center 3600 • Art Units: 2127 3624

This examiner grants 23% of resolved cases

Analysis

Uche Sowande Byrd has resolved 368 cases in Tech Center 3600. The allowance rate is 22.6 percent. The median time to allowance is 1421 days. These 368 resolved cases provide a statistical foundation for Art Unit 2127. Practitioners can use the 1421-day median to set expectations for the duration of the process and to manage the prosecution timeline.

The interview lift is 26.7 percent. This figure represents the change in allowance probability following an interview. With an allowance rate of 22.6 percent, the 26.7 percent lift is a specific metric for practitioner strategy. In Tech Center 3600, the lift is one part of the examiner's profile. Practitioners can use the 368 resolved cases to understand the examiner's performance history. The Art Unit 2127 context is essential for interpreting these results and for making strategic decisions.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

22.6%
Allow Rate
-29.4% vs TC avg
413
Total Applications
+26.7%
Interview Lift
1421
Avg Prosecution Days
Based on 368 resolved cases, 2023–2026

Rejection Statute Breakdown

39.5%
§101 Eligibility
9.5%
§102 Novelty
45.0%
§103 Obviousness
5.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18404125 INDUSTRY TRENDS ENGINE INCORPORATED IN AN ENTERPRISE RESOURCE PLATFORM Final Rejection Wells Fargo Bank, N.A.
18400406 SYSTEMS AND METHODS FOR HYBRID HEURISTIC OPTIMIZATION OF LARGE SCALE DISTRIBUTION NETWORKS Final Rejection Walmart Apollo, LLC
17587061 METHODS AND APPARATUS FOR AUTOMATIC ITEM DEMAND AND SUBSTITUTION PREDICTION USING MACHINE LEARNING PROCESSES Non-Final OA Walmart Apollo, LLC
18881881 ANALYSIS SYSTEM AND ANALYSIS METHOD Final Rejection Mitsubishi Electric Corporation
18823487 UNIFIED ARTIFICIAL INTELLIGENCE MODEL FOR MULTIPLE CUSTOMER VALUE VARIABLE PREDICTION Non-Final OA PayPal, Inc.
18283235 PREDICTIVE ALLOCATION OF NODES IN A QUEUE Final Rejection Amadeus S.A.S.
18137993 MULTI-TARGET PREDICTION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT Final Rejection Tencent Technology (Shenzhen) Company Limited
19108765 SCHEDULE SIGN-IN METHOD AND APPARATUS, DEVICE, AND MEDIUM Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18184416 COMPUTER OPTIMIZED DETERMINATION OF PRODUCT AVAILABILITY Non-Final OA International Business Machines Corporation
18107787 DIGITAL TWIN MODELLING USING TASK KEYWORD ANALYSIS Final Rejection International Business Machines Corporation
18401779 SIGNALING UPON CONTACT TRAJECTORY HAVING LIKELIHOOD FOR INTERSECTION BY USE OF A DIVERSION VEHICLE Final Rejection Truist Bank
18733638 TRANSMISSION AND DISTRIBUTION-INTEGRATED POWER NETWORKS Non-Final OA Hitachi, Ltd.
18374868 USER INTERFACE THAT PRE-POPULATES ITEMS IN AN ORDER MODULE FOR A USER OF AN ONLINE CONCIERGE SYSTEM USING A PREDICTION MODEL Non-Final OA Maplebear Inc.
18218183 DUAL ARTIFICIAL INTELLIGENCE SYSTEM FOR REAL-TIME BENCHMARKING AND PREDICTIVE MODELING Non-Final OA BANK OF AMERICA CORPORATION
18800280 EQUIPMENT REPAIR SYSTEM AND METHOD Final Rejection Transportation IP Holdings, LLC
19040706 FORECASTING MANAGED FACILITY DURATION USING MACHINE LEARNING Final Rejection Metropolis IP Holdings, LLC
18313532 SYSTEMS AND METHODS FOR OPTIMALLY SCHEDULING RESOURCES FOR TRIPS Final Rejection Jeppesen ForeFlight, Inc.
18298511 SYSTEMS AND METHODS FOR DETERMINING CREW ROSTERS FOR TRIPS Non-Final OA Jeppesen ForeFlight, Inc.
17935916 ITEM ATTRIBUTE DETERMINATION USING A CO-ENGAGEMENT GRAPH Non-Final OA Maplebear Inc. (dba Instacart)

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