Prosecution Insights
Last updated: August 18, 2026

Examiner: TOUGHIRY, ARYAN D

Tech Center 3600 • Art Units: 2161 2164 2165 3626

This examiner grants 68% of resolved cases

Performance Statistics

68.4%
Allow Rate
+16.4% vs TC avg
214
Total Applications
+19.1%
Interview Lift
1185
Avg Prosecution Days
Based on 196 resolved cases, 2023–2026

Rejection Statute Breakdown

0.6%
§101 Eligibility
16.8%
§102 Novelty
70.6%
§103 Obviousness
7.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18862033 VISUAL DATA ANALYSIS METHOD AND DEVICE Non-Final OA BOE Technology Group Co., Ltd.
18802734 IMAGE QUERY PROCESSING USING LARGE LANGUAGE MODELS Non-Final OA GOOGLE LLC
19271039 ENGINE TO ENABLE HIGH SPEED CONTEXT SWITCHING VIA ON-DIE STORAGE Non-Final OA Intel Corporation
18360103 METADATA MANAGEMENT METHOD, APPARATUS, AND STORAGE MEDIUM Non-Final OA Tencent Technology (Shenzhen) Company Limited
18890395 SYSTEMS AND METHODS FOR ISOLATED AI AGENTS AND FILES Non-Final OA Microsoft Technology Licensing, LLC
18991675 USING USER SIGNATURES TO RESOLVE AMBIGUITIES IN TEXT-TO-STRUCTURED QUERY LANGUAGE CONVERSIONS Non-Final OA AT&T Intellectual Property I, L.P.
19209196 COLLABORATIVE ARTIFICIAL INTELLIGENT (AI) AGENT SYSTEMS WITH COORDINATORS/RECOMMENDATIONS FOR SHARED APPLICATIONS AND METHODS THEREOF Non-Final OA Affle (India) Limited, India
19036646 CACHING LARGE LANGUAGE MODEL (LLM) RESPONSES USING HYBRID RETRIEVAL AND RECIPROCAL RANK FUSION Final Rejection Inventus Holdings, LLC

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