Prosecution Insights
Last updated: May 29, 2026

Examiner: BOROWSKI, MICHAEL

Tech Center 3600 • Art Units: 3623 3624

This examiner grants 18% of resolved cases

Performance Statistics

17.6%
Allow Rate
-34.4% vs TC avg
68
Total Applications
+37.5%
Interview Lift
1030
Avg Prosecution Days
Based on 17 resolved cases, 2023–2026

Rejection Statute Breakdown

6.1%
§101 Eligibility
4.7%
§102 Novelty
89.2%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18644988 METHOD AND ELECTRONIC DEVICE FOR DISPLAYING RECOMMENDATION INFORMATION Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18114150 METHODS AND APPARATUS FOR INTEGRATING RETAIL APPLICATIONS AND RETAIL OPERATIONAL SUBSYSTEMS, AND OPTIMIZING OPERATION OF SAME Non-Final OA Symbotic LLC
18596694 OPERATION PLAN CREATION DEVICE AND OPERATION PLAN CREATION METHOD Non-Final OA IHI Corporation
18643273 DEVICE ONBOARDING IN DISTRIBUTED SYSTEMS Final Rejection Dell Products L.P.
18993334 INCIDENT RESPONSE SYSTEM AND INCIDENT RESPONSE METHOD Non-Final OA Hitachi, Ltd.
18372199 SYSTEM FOR INTELLIGENT WORKFLOW MANAGEMENT IN ROBOTIC PROCESS AUTOMATION Non-Final OA BANK OF AMERICA CORPORATION
18670733 DELIVERY SYSTEM AND DELIVERY METHOD Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18480879 ENERGY AWARE APPLICATION DEPLOYMENT Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18063101 VIRTUAL CAREER MENTOR THAT CONSIDERS SKILLS AND TRAJECTORY Non-Final OA International Business Machines Corporation
18063038 AUGMENTED REALITY SYSTEM WITH ITEM TRACKING FOR EVENT PREPARATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17972182 MONITORING TRANSFORMER CONDITIONS IN A POWER DISTRIBUTION SYSTEM Final Rejection International Business Machines Corporation
18374457 MACHINE LEARNING PREDICTION OF WORKING HOURS FOR PICKERS OF A FULFILLMENT SERVICE Non-Final OA Maplebear Inc.
18711817 DEDUPLICATING ELECTRONIC SURVEY QUESTIONS UTILIZING MACHINE-LEARNING MODEL DOMAIN CLASSIFICATION Final Rejection OneTrust LLC
18889243 MACHINE LEARNING TO PREDICT PART CONSUMPTION USING FLIGHT DEMOGRAPHICS Non-Final OA THE BOEING COMPANY
18141206 PROJECTING COST METRICS FROM AN ENGINEERING MODEL TO AN ARCHITECTURAL MODEL Final Rejection Autodesk, Inc.
18104158 INTELLIGENTLY MANAGING MULTIPLE CALENDAR BOOKINGS VIA A GROUP-BASED COMMUNICAITON PLATFORM Final Rejection Salesforce, Inc.
18881501 METHOD FOR TRANSFERRING DATA TO A NETWORK OPERATOR FOR A PREDICTION MODEL Non-Final OA Magna International Europe GmbH
18323012 OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) Final Rejection Tata Consultancy Services Limited
18145534 METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION Final Rejection Tata Consultancy Services Limited
18644128 CARBON EMISSION CALCULATION SYSTEM AND CARBON EMISSION CALCULATION METHOD Final Rejection APh ePower Co., Ltd.
18986687 Dynamic Appointment Scheduling Non-Final OA Ocean Friends Inc.
18948357 METHOD FOR EVALUATING HUMAN-MACHINE INTERACTION OF VEHICLE, SYSTEM, EDGE COMPUTING DEVICE, AND MEDIUM Non-Final OA Kingfar International Inc.
18945344 DATA BRIDGE BETWEEN ANONYMOUS BROWSERS AND INTERACTIVE DEVICES Non-Final OA Datum Point Labs Inc.
18732677 SYSTEM AND METHOD FOR DISTRIBUTING WORKLOAD OF A WORKING-SHIFT OF A SOURCE-LOCATION TO WORKING-SHIFTS IN TARGET-LOCATIONS IN A MULTIPLE-LOCATIONS CONTACT CENTER Final Rejection NICE LTD.
18790579 SYSTEM FOR OPTIMIZING ELECTRIC VEHICLE CHARGING SCHEDULES AND IMPROVING ACCURACY OF PREDICTING GREENHOUSE GAS EMISSIONS OF ELECTRIC VEHICLE CHARGING BASED ON TRANSFER LEARNING AND DEEP REINFORCEMENT LEARNING Final Rejection MING CHUAN UNIVERSITY
18766064 APPARATUS AND METHOD FOR PROVIDING COSMETICS TREND PREDICTION SERVICE Final Rejection LoudLabs Inc.
18345200 GENERATIVE TRANSFORMER MODELS FOR DETERMINING PRODUCT PREDICTIONS Non-Final OA The Boston Consulting Group, Inc.
18282413 Two-stage stochastic programming based V2G scheduling model for operator revenue maximization Final Rejection GUANGZHOU INSTITUTE OF ENERGY CONVERSION, CHINESE ACADEMY OF SCIENCES
18391177 AI MATURITY SCORING Non-Final OA HG Insights, Inc
18362387 DEVICES, SYSTEMS, AND METHODS FOR MONITORING AND PREDICTING BEVERAGE PRODUCT INVENTORY Non-Final OA Liquid Insight LLC

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