Listed by the USPTO as BENOURAIDA, AMINA MORENO
Tech Center 4100 • Art Units: 2129 2486 4100
This examiner grants 20% of resolved cases
Benouraida, Amina Moreno resolved 5 cases in Tech Center 4100 and Art Unit 2129. The allowance rate was 20.0%, and the median time to allowance was 1562 days. Interview lift was 50.0%, indicating a strong positive association with allowance outcomes, although the small case set limits how broadly that signal can be applied.
Robert Bosch GmbH, Nokia Corporation, and Salesforce Inc. were the leading companies. The leading firms were Knobbe, Martens, Olson & Bear, LLP, Maginot, Moore & Beck LLP, and NORTON ROSE FULBRIGHT US LLP. The low allowance rate and long timeline support careful claim drafting, while the interview figure makes a well-prepared interview a potentially important case-specific tool.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18363512 | TRAINING A NEURAL NETWORK BY MEANS OF KNOWLEDGE GRAPHS | Non-Final OA | Robert Bosch GmbH |
| 18054266 | Method for Generating Training Data for Training a Machine Learning Algorithm | Non-Final OA | Robert Bosch GmbH |
| 18496513 | SYSTEMS AND METHODS FOR BUILDING A CUSTOMIZED GENERATIVE ARTIFICIAL INTELLIGENT PLATFORM | Non-Final OA | Salesforce, Inc. |
| 18589462 | INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND SUBSTRATE PROCESSING SYSTEM | Non-Final OA | Tokyo Electron Limited |
| 17511777 | ERROR DETECTION AT LAYERS OF A NEURAL NETWORK | Non-Final OA | ADVANCED MICRO DEVICES, INC. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy20.0% of resolved applications examined by Amina Moreno Benouraida were allowed (5 resolved cases), compared with 45.4% across Art Unit 2129 over the last five years.
This examiner's interview lift is +50.0 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Amina Moreno Benouraida took 1,562 days on average from filing to allowance.
Amina Moreno Benouraida examines applications in Art Unit 2129 in Tech Center 4100.
