Prosecution Insights
Last updated: May 29, 2026

Examiner: MIAN, MUHAMMAD U

Tech Center 2100 • Art Units: 2163

This examiner grants 67% of resolved cases

Performance Statistics

66.9%
Allow Rate
+11.9% vs TC avg
382
Total Applications
+23.9%
Interview Lift
1034
Avg Prosecution Days
Based on 362 resolved cases, 2023–2026

Rejection Statute Breakdown

7.3%
§101 Eligibility
1.2%
§102 Novelty
88.9%
§103 Obviousness
2.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18475277 Document searching systems and methods Final Rejection Canva Pty Ltd
18983139 MANAGING DATASETS GENERATED BY SEARCH QUERIES Final Rejection Cisco Technology, Inc.
19193828 Dynamically Generating Descriptions Using a Multi-Modal Large-Language Model Non-Final OA Maplebear Inc.
18638253 METHOD FOR EMBEDDING GRAPH AND SYSTEM THEREFOR Non-Final OA SAMSUNG SDS CO., LTD.
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.
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

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