Prosecution Insights
Last updated: April 19, 2026

Examiner: AYAD, MARIA S

Tech Center 2100 • Art Units: 2145 2172 2175

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-21.7% vs TC avg
195
Total Applications
+17.1%
Interview Lift
1403
Avg Prosecution Days
Based on 159 resolved cases, 2023–2026

Rejection Statute Breakdown

11.9%
§101 Eligibility
12.4%
§102 Novelty
54.2%
§103 Obviousness
14.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18463675 ELECTRONIC DEVICE AND CLIPBOARD OPERATION METHOD THEREOF Non-Final OA Samsung Electronics Co., Ltd.
18421105 SYSTEMS AND METHODS FOR CONTEXT AWARE REWARD BASED GAMIFIED ENGAGEMENT Final Rejection Walmart Apollo, LLC
18648056 CONTEXTUAL DYNAMIC CONTENT ADAPTATION ACCORDING TO USER ENGAGEMENT LEVEL Non-Final OA Capital One Services, LLC
18700037 Method and Apparatus for Hiding Photo Non-Final OA Honor Device Co., Ltd.
18293697 TACTILE PRESENTATION DEVICE Non-Final OA TOYODA GOSEI CO., LTD.
18763590 ELECTRIC VEHICLE PARKING SYSTEM AND PARKING METHOD Final Rejection KIA CORPORATION
18652605 APPARATUS, METHOD, AND COMPUTER READABLE STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
18608832 METHODS AND USER INTERFACES FOR MANAGING AND ACCESSING WORKOUT CONTENT Final Rejection Apple Inc.
18438395 DYNAMIC PRESENTATION OF CONTENT SUGGESTIONS FOR ANNOTATION Non-Final OA Apple Inc.
18614566 TRACKING PROVENANCE OF CONTENT FROM A GENERATIVE MODEL Non-Final OA Microsoft Technology Licensing, LLC
18438323 OVERLAYING AN IMAGE OF A CONFERENCE CALL PARTICIPANT WITH A SHARED DOCUMENT Final Rejection Google LLC
18390255 IN-VEHICLE ARTIFICIAL INTELLIGENCE ASSISTANT FOR CALAMITY ACCIDENT PREVENTION AND RELATED METHOD Non-Final OA Toyota Jidosha Kabushiki Kaisha
18526153 ENERGY MANAGEMENT METHOD AND COMPUTER SYSTEM Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
17884452 MULTI-STAGED EVENT PROCESSING BASED ON CLIENT DEVICE DATA Final Rejection Uber Technologies, Inc.
18088067 METHODS AND SYSTEMS FOR DISPLAYING VIRTUAL ELEMENTS IN AN XR ENVIRONMENT Final Rejection Adeia Guides Inc.
18106589 MOBILE OBJECT CONTROL DEVICE, MOBILE OBJECT CONTROL METHOD, LEARNING DEVICE, LEARNING METHOD, AND STORAGE MEDIUM Non-Final OA HONDA MOTOR CO., LTD.
18460304 SHARED CONTROL APPROACH FOR HIGHLY DYNAMIC VEHICLE OPERATION Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
18080401 MULTI-RENDER USER INTERFACE Non-Final OA DASSAULT SYSTEMES
18157948 COMPUTATIONALLY EFFICIENT TRAJECTORY REPRESENTATION FOR TRAFFIC PARTICIPANTS Non-Final OA Continental Autonomous Mobility Germany GmbH
18221832 METHODS AND SYSTEMS FOR LEARNING SAFE DRIVING PATHS Final Rejection TORC Robotics, Inc.
18390208 VEHICLE IDENTITY DETERMINATION BASED ON VEHICLE COMPUTER RESPONSE ADDRESS Final Rejection Innova Electronics Corporation
18671237 Apparatus for the Contactless Triggering of at Least One Function of a Motor Vehicle Non-Final OA Marelli Automotive Lighting Reutlingen (Germany) GmbH
18290638 METHOD AND SYSTEM FOR CHARACTERIZING, IN REAL TIME, ATMOSPHERIC CONDITIONS IN AN ENVIRONMENT OF AN AIRSHIP, DRONES IMPLEMENTED IN THIS SYSTEM, AND AIRSHIP IMPLEMENTING SUCH A SYSTEM Final Rejection Flying Whales
18620571 SYSTEM FOR DISPLAYING ASTRONOMICAL OBJECTS AND EVENTS VIEWABLE BY PASSENGERS ALONG FLIGHT ROUTE Non-Final OA Thales Avionics, Inc.

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