Prosecution Insights
Last updated: August 18, 2026

Examiner: CHAKI, KAKALI

Tech Center 2100 • Art Units: 2122

This examiner grants 24% of resolved cases

Performance Statistics

24.5%
Allow Rate
-30.5% vs TC avg
70
Total Applications
+40.0%
Interview Lift
1265
Avg Prosecution Days
Based on 49 resolved cases, 2023–2026

Rejection Statute Breakdown

24.3%
§101 Eligibility
16.2%
§102 Novelty
39.7%
§103 Obviousness
17.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17343286 EQUILIBRIUM MODELS ACCELERATION VIA JACOBIANS STABILIZATION SYSTEMS AND METHODS Non-Final OA Robert Bosch GmbH
18317898 TRAINING MACHINE LEARNING MODELS BASED ON FEATURE VALIDITY Non-Final OA Capital One Services, LLC

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