Prosecution Insights
Last updated: August 18, 2026

Examiner: PYO, MONICA M

Tech Center 2400 • Art Units: 2161 2437

This examiner grants 83% of resolved cases

Performance Statistics

82.9%
Allow Rate
+24.9% vs TC avg
638
Total Applications
+35.6%
Interview Lift
1129
Avg Prosecution Days
Based on 624 resolved cases, 2023–2026

Rejection Statute Breakdown

20.9%
§101 Eligibility
10.5%
§102 Novelty
46.3%
§103 Obviousness
14.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19298945 SYSTEMS AND METHODS FOR GENERATING QUERY PARAMETERS FROM NATURAL LANGUAGE UTTERANCES Non-Final OA JPMORGAN CHASE BANK, N.A.
18768340 User Interface Framework for Enhancing Content with Language Model Interactions Non-Final OA ServiceNow, Inc.
18781304 METHODS AND SYSTEMS FOR AUTOMATIC DETECTION AND FILLING OF INFORMATION GAPS IN A REFERENCE DATABASE Final Rejection Shopify Inc.
18770394 METHODS AND SYSTEMS FOR UPDATING A RETRIEVAL-AUGMENTED GENERATION FRAMEWORK Final Rejection Shopify Inc.
18641611 DYNAMIC SIMILARITY THRESHOLD SELECTION FOR NATURAL LANGUAGE CACHES Final Rejection Cisco Technology, Inc.
18908334 MACHINE LEARNING-BASED QUERY PROCESSING OF DOCUMENTS BASED ON DOCUMENT FORMATTING OF TEXTUAL ELEMENTS Non-Final OA Dell Products L.P.

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