Prosecution Insights
Last updated: April 19, 2026

Examiner: BRAHMACHARI, MANDRITA

Tech Center 3700 • Art Units: 2144 2172 2176 3791

This examiner grants 76% of resolved cases

Performance Statistics

76.4%
Allow Rate
+6.4% vs TC avg
434
Total Applications
+29.8%
Interview Lift
1099
Avg Prosecution Days
Based on 407 resolved cases, 2023–2026

Rejection Statute Breakdown

10.5%
§101 Eligibility
7.8%
§102 Novelty
54.5%
§103 Obviousness
17.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18198985 DECENTRALIZED DATA MAP FROM THE POINT OF VIEW OF A DATA ACCESSOR Non-Final OA Bank of America Corporation
18139487 Quantum Trip Wire System Based on Payload Vector Non-Final OA Bank of America Corporation
17188251 Method of Modeling Human Driving Behavior to Train Neural Network Based Motion Controllers Non-Final OA Steering Solutions IP Holding Corporation
17468224 SELF-SUPERVISED VIDEO REPRESENTATION LEARNING BY EXPLORING SPATIOTEMPORAL CONTINUITY Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17889147 TRAINING AND IMPLEMENTING A FOUR-DIMENSIONAL DATA OBJECT RECOMMENDATION MODEL Non-Final OA Microsoft Technology Licensing, LLC
18761896 RANKING AUGMENTED REALITY CONTENT BASED ON MESSAGING CONTACTS Non-Final OA Snap Inc.
18050929 CALIBRATING CONFIDENCE OF CLASSIFICATION MODELS Non-Final OA Intel Corporation
18335080 SYSTEMS AND METHODS FOR WEIGHT-AGNOSTIC FEDERATED NEURAL ARCHITECTURE SEARCH Non-Final OA Arizona Board of Regents on Behalf of Arizona State University
18077173 METHOD FOR TREE-BASED MACHINE LEARNING MODEL REDUCTION AND ELECTRONIC DEVICE USING THE SAME Final Rejection Industrial Technology Research Institute
18028154 RAY-BASED CLASSIFIER APPARATUS AND TUNING A DEVICE USING MACHINE LEARNING WITH A RAY-BASED CLASSIFICATION FRAMEWORK Non-Final OA Government of the United States of America, as represented by the Secretary of Commerce
18015204 ARTIFICIAL INTELLIGENCE SYSTEM TO SUPPORT ADAPTIVE RADIOTHERAPY Non-Final OA Elekta, Inc.
18036707 MACHINE-LEARNED MODELS FOR SENSORY PROPERTY PREDICTION Non-Final OA Osmo Labs, PBC
18117425 CUSTOMIZATION OF FORECASTING SOLUTIONS Non-Final OA Zycus Infotech Pvt Ltd
18156643 METHOD AND SYSTEM FOR MANAGING REPRODUCIBLE MACHINE LEARNING WORKFLOWS Non-Final OA Flipkart Internet Private Limited
15752596 INTERACTIVE 3D MAP WITH VIBRANT STREET VIEW Non-Final OA TRY AND BUY FASHION DESIGN PRIVATE LIMITED

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