Prosecution Insights
Last updated: April 19, 2026

Examiner: MIAN, MUHAMMAD U

Tech Center 2100 • Art Units: 2163

This examiner grants 67% of resolved cases

Performance Statistics

66.8%
Allow Rate
+11.8% vs TC avg
381
Total Applications
+24.3%
Interview Lift
1059
Avg Prosecution Days
Based on 361 resolved cases, 2023–2026

Rejection Statute Breakdown

21.7%
§101 Eligibility
7.8%
§102 Novelty
46.4%
§103 Obviousness
16.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17963435 TECHNIQUES TO GENERATE AND STORE GRAPH MODELS FROM STRUCTURED AND UNSTRUCTURED DATA IN A CLOUD-BASED GRAPH DATABASE SYSTEM Non-Final OA Capital One Services, LLC
19193828 Dynamically Generating Descriptions Using a Multi-Modal Large-Language Model Non-Final OA Maplebear Inc.
18475277 Document searching systems and methods Final Rejection Canva Pty Ltd
17457181 GENERATING A STATISTIC USING ELECTRONIC TRANSACTION DATA Non-Final OA Palantir Technologies Inc.
18983139 MANAGING DATASETS GENERATED BY SEARCH QUERIES Final Rejection Cisco Technology, Inc.
19068993 ENSEMBLE OF VECTOR AND GRAPH BASED EMBEDDINGS FOR LARGE LANGUAGE PROMPT AUGMENTATION Non-Final OA Salesforce, Inc.
19066050 RETRIEVAL AUGMENTED GENERATION BASED QUERY REFORMULATION PIPELINE FOR A QUESTION AND ANSWER SYSTEM Non-Final OA Salesforce, Inc.
18638253 METHOD FOR EMBEDDING GRAPH AND SYSTEM THEREFOR Non-Final OA SAMSUNG SDS CO., LTD.
18759387 RECORD-LEVEL TRANSACTION CONFLICT DETECTION AT STORAGE NODES OF A RECORD AWARE DISTRIBUTED DATA STORAGE SYSTEM Final Rejection Amazon Technologies, Inc.
18976237 SPACE-OPTIMIZED FOREST FOR GRAPH DATABASES Final Rejection Beijing Volcano Engine Technology Co., Ltd.
18321538 SYSTEMS AND METHODS FOR CONSTRUCTING TOPIC-SPECIFIC KNOWLEDGE GRAPHS Non-Final OA PricewaterhouseCoopers LLP
18652617 TEMPLATE-BASED STORAGE AND MANAGEMENT OF DATA MODELS IN A GRAPH DATABASE Non-Final OA SYNTES, INC.
18537535 Systems and Methods for Identifying Groups Relevant to Stored Objectives and Recommending Actions Non-Final OA Rexter Holdings LLC

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