Prosecution Insights
Last updated: October 02, 2026

Examiner: KASSIM, IMAD MUTEE

Tech Center 2400 • Art Units: 2125 2126 2129 2486

This examiner grants 74% of resolved cases

Analysis

Imad Mutee Kassim, based in Tech Center 2400 and Art Unit 2125, has 175 resolved cases. The examiner maintains an allowance rate of 74.3%. The median time to reach an allowance is 1344 days. This duration provides a baseline for applicants navigating the prosecution process in this unit.

The interview lift of 31.3% indicates that interviews are strongly associated with successful outcomes. This lift suggests a higher probability of allowance compared to the 74.3% base rate when an interview is conducted. Practitioners may find that direct communication helps navigate the 1344-day median prosecution period for these 175 resolved cases. The 31.3% lift is a significant factor to consider when planning a strategy in Tech Center 2400. These metrics offer a data-grounded view of the examiner's historical tendencies.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

74.3%
Allow Rate
+16.3% vs TC avg
194
Total Applications
+31.3%
Interview Lift
1344
Avg Prosecution Days
Based on 175 resolved cases, 2023–2026

Rejection Statute Breakdown

23.2%
§101 Eligibility
12.1%
§102 Novelty
47.7%
§103 Obviousness
12.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18481132 GENERATING A CALL SCRIPT BASED ON CONVERSATION Non-Final OA The Toronto-Dominion Bank
18568348 MODEL GENERATION ASSISTANCE DEVICE, MODEL GENERATION ASSISTANCE METHOD, AND PROGRAM Non-Final OA NEC Corporation
18290190 MODEL OPTIMIZATION DEVICE, METHOD, AND RECORDING MEDIUM FOR PARAMETER ESTIMATION CONCERNING OPTICAL COMMUNICATIONS Final Rejection NEC Corporation
18681451 A Method of Re-Baselining a Plurality of AI Models and a Control System thereof Non-Final OA Robert Bosch GmbH
17816481 NODE SELECTION FOR RADIO FREQUENCY FINGERPRINT (RFFP) FEDERATED LEARNING Non-Final OA QUALCOMM Incorporated
18565967 APPARATUS AND METHOD FOR DYNAMIC QUADRUPLE CONVOLUTION IN 3D CNN Non-Final OA Intel Corporation
18421403 MODELING PETROPHYSICAL PROPERTIES IN A SUBSURFACE FORMATION Non-Final OA Saudi Arabian Oil Company
18011575 TRAINING A MACHINE LEARNING MODEL Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18519082 System and Method of Scheduling a fusion route for a Machining Learning Architecture Non-Final OA MEDIATEK INC.
18196700 Systems and Methods for Analysis of Home Telematics Using Generative AI Final Rejection STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
18515512 DEPLOYING TASK-SPECIFIC MACHINE LEARNING MODELS USING SYNTHETIC WEIGHTS Non-Final OA SAP SE
18513397 TECHNIQUES FOR ANALYSIS OF SYNAPSES FOR NEUROMORPHIC ARRAYS Non-Final OA Micron Technology, Inc.
18634209 System and method for mitigating biases during training of a machine learning model Non-Final OA Bank of America Corporation
18385472 TESSELLATED SIMPLEXED PATTERN IDENTIFICATION PROCESSOR Non-Final OA Bank of America Corporation
18339693 Machine-Learning Based Quantum Noise Decoder Final Rejection Quantinuum LLC
17792424 Improving angular resolution of radars using an artificial neural network Non-Final OA Teknologian tutkimuskeskus VTT Oy

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