Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2179 2192 2197 2198 2199 4100
This examiner grants 86% of resolved cases
Marina Lee is an examiner in Tech Center 4100 and Art Unit 2179. She has 666 resolved cases, providing a robust dataset for practitioners to study. Her allowance rate is 85.7 percent, which suggests a favorable environment for patent grants. This 85.7 percent rate indicates that she is an approachable examiner in her tech center.
The interview lift for this examiner is 18.0 percent. This 18.0 percent figure is a substantial increase, showing that interviews are a very effective tool for securing an allowance. Practitioners should use this lift to further improve their odds, even though the baseline is already strong. The 666 resolved cases demonstrate a consistent pattern of successful prosecution in Art Unit 2179.
The median days to allowance is 1030. This duration is typical for the USPTO, representing a standard timeline. Applicants can use this 1030-day figure to manage their expectations for the prosecution process. The combination of an 85.7 percent allowance rate and an 18.0 percent interview lift makes Art Unit 2179 a very productive place for applicants under her review.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18892338 | FACILITATING UPDATES TO DATA PIPELINES USING MODULARLY-GENERATED PLATFORM-AGNOSTIC DATA PIPELINE PORTIONS SYSTEMS AND METHODS | Non-Final OA | Citibank, N.A. |
| 18737791 | STORAGE MEDIUM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD | Non-Final OA | CANON KABUSHIKI KAISHA |
| 18743866 | LLM FINE-TUNING FOR CODE GENERATION | Non-Final OA | ORACLE INTERNATIONAL CORPORATION |
| 18731139 | GENERATIVE AI-BASED TOOL FOR DEBUG | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18785155 | CONTAINERIZATION USING SELF-LEARNED CONTAINER TEMPLATES | Non-Final OA | International Business Machines Corporation |
| 18397576 | CHECKING CODE COMPLETENESS WITH HAPAX LEGOMENON | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18734410 | ADAPTIVE CODE PACKAGING INTERFACE FOR CUSTOMIZABLE SINGLE PAGE APPLICATION ENVIRONMENTS | Non-Final OA | BANK OF AMERICA CORPORATION |
| 18819176 | SMART IMAGE REGISTRIES FOR DYNAMIC IMAGE GENERATION | Non-Final OA | Red Hat, Inc. |
| 18899584 | INFORMATION HANDLING SYSTEM WITH A DYNAMIC BASIC INPUT/OUTPUT SYSTEM CONFIGURATION MAP | Non-Final OA | DELL PRODUCTS L.P. |
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