Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2123 2141 2143 2863 3629 4100
This examiner grants 79% of resolved cases
Beau D Spratt works in Tech Center 4100 and Art Unit 2123, managing 455 resolved cases. The allowance rate of 78.7% is high, indicating a favorable environment for patent grants. This is supported by a median days to allowance of 1102, which provides a consistent timeline for applicants. The 455 resolved cases provide a statistically robust foundation for these performance metrics.
The interview lift of 24.4% provides a significant boost to the 78.7% allowance rate. While the examiner is already likely to grant a patent, the 24.4% lift shows that interviews are a very effective tool for resolving specific issues. With 455 resolved cases, these figures are statistically robust. Practitioners should plan for the 1102 days of pendency while using the 24.4% lift to improve their 78.7% chance of success. The data in Art Unit 2123 suggests a predictable and relatively efficient prosecution process where direct engagement offers a clear and substantial advantage. This is a well-documented trend across the 455 resolved cases.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18575360 | INFORMATION GENERATION DEVICE, INFORMATION GENERATION METHOD, AND INFORMATION GENERATION PROGRAM | Non-Final OA | NEC Corporation |
| 18625898 | PRESENTING AVAILABLE FUNCTIONS FOR A CAPTURED IMAGE WITHIN A MESSAGING SYSTEM | Non-Final OA | Snap Inc. |
| 18591187 | MACHINE LEARNING APPARATUS, METHOD AND STORAGE MEDIUM | Non-Final OA | KABUSHIKI KAISHA TOSHIBA |
| 18577549 | TRANSFER LEARNING METHOD FOR A MACHINE LEARNING SYSTEM | Non-Final OA | EATON INTELLIGENT POWER LIMITED |
| 18338003 | Instruction Prompt Tuning for Machine-Learned Models | Non-Final OA | Google LLC |
| 18579503 | INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING SYSTEM | Non-Final OA | Sony Group Corporation |
| 18366728 | STRUCTURAL ANALYSIS METHOD AND INFORMATION PROCESSING APPARATUS | Non-Final OA | Fujitsu Limited |
| 18258728 | MACHINE LEARNING MODEL RENEWAL | Final Rejection | Nokia Technologies Oy |
| 18207616 | AUGMENTING ARTIFICIAL INTELLIGENCE PROMPT DESIGN WITH EMOTIONAL CONTEXT | Final Rejection | Microsoft Technology Licensing, LLC |
| 18478240 | APPARATUS, METHOD, AND COMPUTER PROGRAM PRODUCT FOR APPLYING TRAINED MACHINE LEARNING MODELS TO OUTPUT PAST INCIDENT INSIGHT INTERFACE COMPONENTS TO AN INCIDENT ALERT MANAGEMENT USER INTERFACE | Non-Final OA | ATLASSIAN PTY LTD. |
| 18423699 | ML/AI MODEL COMPARISON AND SELECTION BASED ON OBJECTIVE FUNCTIONS | Non-Final OA | Cisco Technology, Inc. |
| 18370753 | WIRELESS COMMUNICATION SYSTEMS FOR PREDICTING FAULTS | Final Rejection | Boost SubscriberCo L.L.C. |
| 18598564 | MACHINE LEARNING DEVICE | Non-Final OA | Rohm Co., Ltd. |
| 17660143 | ONTOLOGY CHANGE GRAPH PUBLISHING SYSTEM | Non-Final OA | Optum, Inc. |
| 18605704 | MINOR EMBEDDING POST-PROCESSING TO REDUCE PHYSICAL QUBITS | Non-Final OA | Dell Products L.P. |
| 17809599 | SURVEILLANCE DATA FILTRATION TECHNIQUES | Non-Final OA | DEKA Products Limited Partnership |
| 18465473 | MACHINE LEARNING TO GENERATE SERVICE RECOMMENDATIONS | Final Rejection | MatrixCare, Inc. |
| 18275145 | TEMPORAL DIFFERENCE SCALING WHEN CONTROLLING AGENTS USING REINFORCEMENT LEARNING | Final Rejection | DeepMind Technologies Limited |
| 18172521 | INDIVIDUALIZED CLASSIFICATION THRESHOLDS FOR MACHINE LEARNING MODELS | Non-Final OA | UnitedHealth Group Incorporated |
| 18629007 | METHOD AND SYSTEM FOR IMPROVING ACCURACY OF MODEL QUANTIFICATION | Non-Final OA | Montage Technology Co., Ltd. |
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