Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2155 2453 2455 3621 3682 4123
This examiner grants 50% of resolved cases
Waseem Ashraf examines applications in Art Unit 2155 within Tech Center 4100. The examiner has 262 resolved cases and an allowance rate of 49.6 percent. This rate indicates that about half of the applications reach a successful conclusion. The median days to allowance is 1491, which is a relatively long timeframe for the prosecution process compared to other units.
The interview lift is 9.6 percent, suggesting that interviews provide a modest benefit to the 49.6 percent allowance rate. This positive lift indicates that direct communication can help resolve issues and move cases toward allowance. With 262 resolved cases, the data is robust and reflects a consistent examination profile. Practitioners should be prepared for the 1491-day median timeline and consider using interviews to leverage the 9.6 percent lift in Art Unit 2155. The combination of these metrics suggests a steady but potentially lengthy path to grant.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18468044 | CLOUD INFRASTRUCTURE-BASED ONLINE PUBLISHING PLATFORMS FOR VIRTUAL PRIVATE LABEL CLOUDS | Non-Final OA | Oracle International Corporation |
| 18736173 | GENERATIVE AGENT GUIDED CONVERSATIONS FOR ARTIFACT COMPLETION | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18616620 | Matching Images of Current Inventory with Machine Learning Predictions of User Preferences to Customize User Interface | Non-Final OA | Maplebear Inc. |
| 18663969 | METHOD AND DEVICE WITH CONTINUAL LEARNING | Non-Final OA | Seoul National University R&DB Foundation |
| 18129447 | AUTOMATIC KEYWORD GROUPING FOR CAMPAIGN BID CUSTOMIZATION | Non-Final OA | Maplebear Inc. (dba Instacart) |
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