Prosecution Insights
Last updated: May 29, 2026

Examiner: ZAMAN, SADARUZ

Tech Center 3700 • Art Units: 3715

This examiner grants 45% of resolved cases

Performance Statistics

45.0%
Allow Rate
-25.0% vs TC avg
535
Total Applications
+34.3%
Interview Lift
1338
Avg Prosecution Days
Based on 489 resolved cases, 2023–2026

Rejection Statute Breakdown

13.2%
§101 Eligibility
8.2%
§102 Novelty
71.0%
§103 Obviousness
4.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18755519 Enhancing Cognition in the Presence of Distraction and/or Interruption Final Rejection The Regents of the University of California
19310334 BALL FEEDING SYSTEMS AND METHODS Non-Final OA Pillar Vision, Inc.
18703397 CASE-BASED MIXED REALITY PREPARATION AND GUIDANCE FOR MEDICAL PROCEDURES Non-Final OA KONINKLIJKE PHILIPS N.V.
18703655 Error Diagnosis And Feedback Non-Final OA Microsoft Technology Licensing, LLC
18388452 USING DOMAIN EXPERTISE SCORES FOR SELECTION OF ARTIFICIAL INTELLIGENCE (AI) CHATBOTS AND A RELATIVELY BEST ANSWER Non-Final OA International Business Machines Corporation
18372745 AUTOMATIC GENERATION OF INTERACTION TOOLS Final Rejection Zoom Communications, Inc.
18388549 SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS Non-Final OA Palantir Technologies Inc.
16716766 TOOL, SYSTEM AND METHOD FOR MIXED-REALITY AWARENESS EDUCATIONAL ENVIRONMENTS Final Rejection CARNEGIE MELLON UNIVERSITY
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
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.
17549464 PREDICTIVE VIRTUAL TRAINING SYSTEMS, APPARATUSES, INTERFACES, AND METHODS FOR IMPLEMENTING SAME Non-Final OA QUANTUM INTERFACE LLC
18247507 A COMPUTERIZED METHOD FOR FACILITATING MOTOR LEARNING OF MOTOR SKILLS AND SYSTEM THEREOF Non-Final OA AGT INTERNATIONAL GMBH
18095863 METHOD AND KIT PROVIDING A CRAFT EXPERIENCE FOR NOVICE ARTISTS Non-Final OA Baubles and Bottles LLC
17856204 IDENTIFICATION AND ANALYSIS OF MOVEMENT USING SENSOR DEVICES Final Rejection Kinetic Telemetry, LLC

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