Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2143 2146 2178
This examiner grants 72% of resolved cases
Sanchita Roy is an examiner in Art Unit 2143 of Tech Center 2100. The examiner has managed 333 resolved cases, resulting in an allowance rate of 72.1 percent. This rate suggests a favorable environment for patent applications assigned to this examiner, as a majority of cases result in a grant. The 333 resolved cases provide a solid statistical foundation for understanding the examiner's approach to patentability and the likelihood of achieving a successful outcome.
The interview lift is 47.5 percent, which is a very high positive indicator. This suggests that interviews are a critical tool for applicants to overcome rejections and significantly improve their chances of a grant, as shown by the 47.5 percent increase in success. This dramatic lift implies that the examiner is highly receptive to the clarifications and negotiations that occur during a live discussion. Practitioners should prioritize scheduling an interview as a primary tactic for advancing prosecution and resolving complex issues.
The median days to allowance is 1192. This timeframe provides applicants with an estimate of the total time required to reach a final decision on their patent applications under this examiner's review. The 1192-day median is an essential metric for managing the expectations of stakeholders and for planning the timing of related filings. It underscores the importance of a proactive prosecution strategy to navigate the multi-year process within Art Unit 2143.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18389010 | Generating Synthetic Heterogenous Time-Series Data | Non-Final OA | Google LLC |
| 17828613 | FEDERATED LEARNING USING SECURE CENTERS OF CLIENT DEVICE EMBEDDINGS | Final Rejection | QUALCOMM Incorporated |
| 18372660 | EXPERT FEEDBACK LOOP FOR RESOLVING AMBIGUITY | Non-Final OA | Intuit, Inc. |
| 18325379 | COMPUTER-IMPLEMENTED TECHNOLOGIES FOR TRAINING AND COMPRESSING A DEEP NEURAL NETWORK | Final Rejection | Microsoft Technology Licensing, LLC |
| 18216671 | IMPROVED TRANSFORMERS USING FAITHFUL POSITIONAL ENCODING | Non-Final OA | International Business Machines Corporation |
| 18242691 | Techniques for Improving Automated Communication System Responses Using Interactive Chat Machine Learning Models | Final Rejection | STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY |
| 18478639 | SYSTEMS AND METHODS FOR MODEL ENSEMBLE ACCELERATION | Non-Final OA | Advanced Micro Devices, Inc. |
| 18175681 | LAYER-WISE EFFICIENT UNIT TESTING IN VERY LARGE MACHINE LEARNING MODELS | Final Rejection | Dell Products L.P. |
| 18468009 | SYSTEMS AND METHODS TO FACILITATE DECISION MAKING FOR UTILITY NETWORKS | Non-Final OA | CASE WESTERN RESERVE UNIVERSITY |
| 18374447 | DISCRETE TOKEN PROCESSING USING DIFFUSION MODELS | Non-Final OA | DeepMind Technologies Limited |
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