Prosecution Insights
Prosecution Insights
Tech Center 3600 • Art Units: 3621 3622 3623 3681 3682 3689
This examiner grants 16% of resolved cases
Afaf Osman Bilal Ahmed is an examiner in Tech Center 3600 and Art Unit 3621, with 421 resolved cases. The allowance rate is a low 16.2%, which indicates a challenging environment for applicants. The median days to allowance is a high 1795, suggesting that the cases that are allowed take a long time to reach that stage. This 1795-day figure, combined with the 16.2% success rate, highlights the difficulty of prosecution in this unit.
The interview lift for this examiner is 14.1%. This 14.1% lift shows that conducting an interview provides a boost to the 16.2% baseline allowance rate. With 421 resolved cases, this data point suggests that the examiner is somewhat receptive to direct communication, though the overall success rate remains low. Practitioners should utilize interviews to improve their odds, leveraging the 14.1% lift to navigate the long 1795-day median prosecution period in Tech Center 3600.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18403403 | METHOD AND ELECTRONIC DEVICE FOR PROVIDING INFORMATION BY USING REINFORCEMENT LEARNING | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 19209429 | STORE SYSTEM WITH AUTOMATED CUSTOMER REPLY AND CUSTOMER BEHAVIOR TRACKING | Non-Final OA | Toshiba Tec Kabushiki Kaisha |
| 18801570 | METHOD AND SYSTEM FOR FACILITATING UTILIZATION OF REWARD POINTS | Non-Final OA | MASTERCARD INTERNATIONAL INCORPORATED |
| 18701771 | SPLASH ADVERTISEMENT DISPLAY METHOD AND RELATED DEVICE | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18921710 | Content Group Generation for Content Delivery Campaigns | Final Rejection | Google LLC |
| 15974275 | DISTRIBUTED IMAGE-BASED ACQUISITION SYSTEM | Non-Final OA | Walmart Apollo, LLC |
| 18975605 | CAUSAL PREDICTIVE OPTIMIZATION FOR CONNECTION NETWORK SERVICES | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18289947 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | Final Rejection | Rakuten Group, Inc. |
| 18029047 | REWARD GRANTING SYSTEM, SERVER SYSTEM, REWARD GRANTING METHOD AND PROGRAM | Final Rejection | RAKUTEN GROUP, INC. |
| 18950962 | Mixed-Reality Assisted Exception Analysis and Resolution | Final Rejection | Blue Yonder Group, Inc. |
| 18539396 | SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES | Final Rejection | YAHOO ASSETS LLC |
| 18887577 | ATTRIBUTING STREAMING DEVICE BENEFITS ACROSS DISTINCT REMOTE GAME SERVERS IN A GAME STREAMING ENVIRONMENT | Non-Final OA | IGT |
| 18010938 | INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | Non-Final OA | SATO HOLDINGS KABUSHIKI KAISHA |
| 18895693 | SYSTEMS AND METHODS FOR INTEGRATING COURSES GENERATED USING MACHINE LEARNING INTO A CURRICULUM | Non-Final OA | Constructor Education and Research Genossenschaft |
| 18342925 | DIGITAL CURRENCY PAYMENT METHOD AND SYSTEM | Final Rejection | NAVER WEBTOON LTD. |
| 16838925 | MIDDLE OUT LOYALTY | Non-Final OA | Comenity LLC |
| 17484555 | MARKETING MANAGEMENT SYSTEM | Non-Final OA | The IMAGINE GROUP, LLC |
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