Prosecution Insights
Last updated: May 29, 2026

Examiner: SHAIKH, ZEESHAN MAHMOOD

Tech Center 2600 • Art Units: 2658

This examiner grants 53% of resolved cases

Performance Statistics

52.9%
Allow Rate
-9.1% vs TC avg
63
Total Applications
+52.8%
Interview Lift
1139
Avg Prosecution Days
Based on 34 resolved cases, 2023–2026

Rejection Statute Breakdown

6.9%
§101 Eligibility
4.8%
§102 Novelty
88.4%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18689216 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM Non-Final OA SONY GROUP CORPORATION
18651312 SYSTEM AND METHOD FOR MULTILINGUAL SPEECH-TO-SPEECH TRANSLATION WITH SPEECH REFINEMENT USING COMBINED MACHINE LEARNING MODELS Non-Final OA Sanas.ai Inc.
18728919 EFFICIENT LOUDSPEAKER SURFACE SEARCH FOR MULTICHANNEL LOUDSPEAKER SYSTEMS Non-Final OA NOKIA TECHNOLOGIES OY
18535106 ARTICULATION ABNORMALITY DETECTION METHOD, ARTICULATION ABNORMALITY DETECTION DEVICE, AND RECORDING MEDIUM Final Rejection Panasonic Holdings Corporation
18486543 COMPUTER-BASED PRIVACY FOR A CHAT GROUP IN A VIRTUAL ENVIRONMENT Non-Final OA International Business Machines Corporation
17669484 TOPIC LABELING BY SENTIMENT POLARITY IN TOPIC MODELING Non-Final OA International Business Machines Corporation
17727015 ATTRIBUTE AND RATING CO-EXTRACTION Final Rejection LEMON INC.
18020198 SPEECH SYNTHESIS METHOD, APPARATUS, READABLE MEDIUM AND ELECTRONIC DEVICE Non-Final OA BEIJING YOUZHUJU NETWORK TECHNOLOGY CO., LTD.
18164373 GENERATING USER-SPECIFIC SYNTHETIC CONTENT UTILIZING MACHINE LEARNING WITH USER CREATED CONTENT ITEMS Final Rejection Dropbox, Inc.
18541788 SPLIT-AND-MERGE FRAMEWORK FOR AUDIO CONTENT PROCESSING Final Rejection PayPal, Inc.
18679297 MULTILINGUAL SUPPORT USING LLM FOR DOCUMENT INFORMATION EXTRACTION Non-Final OA SAP SE
17906197 Methods and Systems for Tracking User Attention in Conversational Agent Systems Final Rejection Solventum Intellectual Properties Company
18677658 BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING Non-Final OA Tyco Fire & Security GmbH
17889166 SYSTEMS AND METHODS FOR ZERO-SHOT TEXT CLASSIFICATION WITH A CONFORMAL PREDICTOR Final Rejection Salesforce, Inc.
17849306 VOICE TRANSCRIPTION FEEDBACK FOR VIRTUAL MEETINGS Non-Final OA Zoom Video Communications, Inc.
18467762 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING COMPUTER PROGRAM PRODUCT Final Rejection TOSHIBA DIGITAL SOLUTIONS CORPORATION
18744434 SMART DISPATCHER IN A COMPOSITE ARTIFICIAL INTELLIGENCE (AI) SYSTEM Non-Final OA Intuit, Inc.

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