Prosecution Insights
Last updated: October 02, 2026

Examiner: RAHMAN, IBRAHIM

Tech Center 2100 • Art Units: 2122 2147

This examiner grants 11% of resolved cases

Analysis

RAHMAN, IBRAHIM is an examiner in Tech Center 2100 and Art Unit 2122. The examiner has 18 resolved cases. The allowance rate for these cases is 11.1 percent. Practitioners should use this information when advising clients on the likelihood of a patent grant. The volume of dispositions provides a basis for statistical analysis of the examiner's record. This percentage informs the expectations for an outcome during the prosecution process.

The median days to allowance is 1481. This timeline represents the duration from filing to a grant. The pendency figure is a factor for managing portfolio expectations and planning filings. Applicants should prepare for the prosecution process by considering this time requirement. The duration of the examination is a component of the experience in Tech Center 2100.

The interview lift is 5.2 percent. This figure indicates the correlation between an interview and an allowance. Engaging in dialogue with the examiner is a factor to consider for applicants in Art Unit 2122. The impact of interviews is a metric for this docket. This 5.2 percent lift is a data point for strategy development. These statistics offer a view of the examiner's performance and tendencies. This analysis provides a baseline for expectations during the patent examination process.

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

Performance Statistics

11.1%
Allow Rate
-43.9% vs TC avg
42
Total Applications
+5.2%
Interview Lift
1481
Avg Prosecution Days
Based on 18 resolved cases, 2023–2026

Rejection Statute Breakdown

36.4%
§101 Eligibility
16.6%
§102 Novelty
36.4%
§103 Obviousness
10.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17552501 NEURAL NETWORK MODEL QUANTIZATION METHOD AND APPARATUS Final Rejection SAMSUNG ELECTRONICS CO., LTD.
17563411 KNOWLEDGE GRAPH EMBEDDING REPRESENTATION METHOD, AND RELATED DEVICE Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
17789715 INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD FOR EVALUTING BEHAVIOURS FROM MULTIPLE VIEWPOINTS TO DETERMINE BEHAVIOR EXECUTION Non-Final OA SONY GROUP CORPORATION
18621366 ENHANCING ANOMALY DETECTION SYSTEMS THROUGH INTELLIGENT MANAGEMENT OF FEEDBACK AND MODEL RETRAINING Non-Final OA Oracle International Corporation
17696685 GRAPH RECOMMENDATIONS FOR OPTIMAL MODEL CONFIGURATIONS Non-Final OA Oracle International Corporation
18680221 DETERMINING AND PERFORMING OPTIMAL ACTIONS ON SYSTEMS Non-Final OA Microsoft Technology Licensing, LLC
17688409 DEEP NEURAL NETWORK FOR INGESTED JOB LISTINGS Final Rejection Microsoft Technology Licensing, LLC
17367598 AUTOMATICALLY STRUCTURING USER INTERACTION TRAILS FOR KNOWLEDGE EXPANSION IN A KNOWLEDGE GRAPH Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18345154 CIRCUIT CUTTING FOR QUANTUM SIMULATION WITH RESOURCE USAGE PREDICTION Final Rejection Dell Products L.P.
17336573 METHOD OF GENERATING SOLUTIONS FOR COMPLEX BUSINESS PROBLEMS INVOLVING GROUPS OF EQUIPMENT AND PERSONNEL USING AN ARTIFICIAL INTELLIGENCE MODEL Non-Final OA AT&T Mobility II LLC
17553239 EDGE DEVICE HAVING A HETEROGENOUS NEUROMORPHIC COMPUTING ARCHITECTURE Final Rejection SRI International
17960221 COMPUTER-CONTROLLED PROCESSING USING NEURAL NETWORK-BASED SELECTION OF OPTIMUM PROCESS ALGORITHM Non-Final OA II-VI Delaware, Inc.

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