Prosecution Insights
Last updated: April 19, 2026

Examiner: ZAMAN, SADARUZ

Tech Center 3700 • Art Units: 3715

This examiner grants 44% of resolved cases

Performance Statistics

44.5%
Allow Rate
-25.5% vs TC avg
531
Total Applications
+35.4%
Interview Lift
1419
Avg Prosecution Days
Based on 485 resolved cases, 2023–2026

Rejection Statute Breakdown

26.4%
§101 Eligibility
13.1%
§102 Novelty
43.0%
§103 Obviousness
10.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19310334 BALL FEEDING SYSTEMS AND METHODS Non-Final OA Pillar Vision, Inc.
17980306 METHOD, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM FOR SIMULATING AN AERODYNAMIC EVENT ON AN AIRCRAFT DURING FLIGHT Final Rejection The Boeing Company
18388549 SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS Non-Final OA Palantir Technologies Inc.
18372745 AUTOMATIC GENERATION OF INTERACTION TOOLS Final Rejection Zoom Communications, Inc.
18043129 PERSONALISATION OF DIETARY FIBER COMPOSITIONS, METHODS AND SYSTEMS THEREOF Non-Final OA SOCIETE DES PRODUITS NESTLE S.A.
18612226 TRAINING AN OPERATOR OF A VEHICLE TO PERFORM A MANEUVER OF THE VEHICLE Non-Final OA Toyota Research Institute, Inc.
17325368 SYSTEMS AND METHODS FOR MONITORING LEARNER ENGAGEMENT DURING A LEARNING EVENT Final Rejection D2L Corporation
17302326 Oral Care System and Method Final Rejection Colgate-Palmolive Company
16716766 TOOL, SYSTEM AND METHOD FOR MIXED-REALITY AWARENESS EDUCATIONAL ENVIRONMENTS Final Rejection CARNEGIE MELLON UNIVERSITY
18702890 METHOD, SYSTEM AND NON-TRANSITORY COMPUTER-READABLE RECODING MEDIUM FOR CREATING LEARNING PROBLEMS Non-Final OA VITRUV INC.
18610162 TRAINING SYSTEM FOR HEMORRHAGE TREATMENT Non-Final OA Aix International Ltd.
18433800 System for a Cloud-based Intelligent Tutoring System (ITS) using an Artificial Intelligence Engine Final Rejection Southern University and A&M College
18247507 A COMPUTERIZED METHOD FOR FACILITATING MOTOR LEARNING OF MOTOR SKILLS AND SYSTEM THEREOF Non-Final OA AGT INTERNATIONAL GMBH
18122263 METHODS FOR VALIDATING THE VERACITY OF A COMPLETED TASK Non-Final OA Unira, Inc.
18095863 METHOD AND KIT PROVIDING A CRAFT EXPERIENCE FOR NOVICE ARTISTS Non-Final OA Baubles and Bottles LLC
17991649 METHOD AND APPRATUS FOR CHEMISTRY EDUCATION Final Rejection 101 Edu, Inc.
17856204 IDENTIFICATION AND ANALYSIS OF MOVEMENT USING SENSOR DEVICES Final Rejection Kinetic Telemetry, LLC

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