Prosecution Insights
Last updated: May 29, 2026

Motional Ad LLC

25 pending office actions • 21 art units • 25 examiners • 0 of 25 (0%) have an AI response strategy ready • 70 patents granted in the last 365 days

Portfolio Summary

25
Total Pending OAs
15
Non-Final OAs
9
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 25 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

10
Overdue
2
Due this week
5
Due this month
6
Due in next 60 days
2
Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 25 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (10)Due ≤ 7 days (2)Due ≤ 30 days (5)Due ≤ 60 days (6)Due later (2)

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

0
Hard (0%)
23
Medium (92%)
0
Easy (0%)
2
Unknown (8%)

Rejection Statute Mix

BucketCases
§103 only23 (92%)
No statute on record2 (8%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
5
Information Tech
20% of docket
7
Communications
28% of docket
0
Semiconductors
0% of docket
13
Mechanical / Eng
52% of docket
0
Business / Other
0% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

250 h
Manual time on pending OAs
50 h
Time saved (low, 20%)
88 h
Time saved (mid, 35%)
2.2 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
SMITH-STEWART, DEMETRA R 1 89.8% +8.2%
HILAIRE, CLIFFORD 1 71.4% +15.9%
WEBER, TAMARA L 1 87.1% +12.1%
CHEN, JOSHUA NMN 1 83.3% +29.2%
RINK, RYAN J 1 78.1% +10.7%
LEE, JUSTIN S 1 73.8% +26.6%
FEES, CHRISTOPHER GEORGE 1 55.1% +25.5%
FLORES, MARK ANTHONY 1
JENKINS, KIMBERLY YVETTE 1 78.3% +38.5%
MOREHEAD III, JOHN H 1 85.8% +11.9%

Quick Wins (3)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
18663692 OPERATION OF A VEHICLE USING MOTION PLANNING WITH MACHINE LEARNING WEBER, TAMARA L 87d overdue
18417281 IDENTIFYING UNCLASSIFIED OBJECTS CHEN, JOSHUA NMN 60d overdue
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 28d overdue

Interview Candidates (8)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18663692 OPERATION OF A VEHICLE USING MOTION PLANNING WITH MACHINE LEARNING WEBER, TAMARA L 87d overdue
18906972 SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION HILAIRE, CLIFFORD 73d overdue
18417281 IDENTIFYING UNCLASSIFIED OBJECTS CHEN, JOSHUA NMN 60d overdue
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 28d overdue
18357084 IDENTIFYING A STOPPING PLACE FOR AN AUTONOMOUS VEHICLE FEES, CHRISTOPHER GEORGE 8d overdue
18286670 Pre-Training Machine Learning Models with Contrastive Learning LEE, JUSTIN S 15d
18320910 RADAR- AND VISION-BASED NAVIGATION USING BOUNDING BOXES JENKINS, KIMBERLY YVETTE 40d
18286948 VEHICLE TRAVEL PATH DETERMINATION RINK, RYAN J 54d

Top Art Units

Art UnitApps
3648 2
3666 2
2662 2
3657 2
3661 1
2488 1
3667 1
2665 1
3619 1
3668 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18965647 LOCATION BASED PARAMETERS FOR AN IMAGE SENSOR SMITH-STEWART, DEMETRA R 3661 Other Non-Final OA 41d Pending Dec 02, 2024
18906972 SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION HILAIRE, CLIFFORD 2488 §103 Non-Final OA 73d overdue Pending Oct 04, 2024
18663692 OPERATION OF A VEHICLE USING MOTION PLANNING WITH MACHINE LEARNING WEBER, TAMARA L 3667 §103 Non-Final OA 87d overdue Pending May 14, 2024
18417281 IDENTIFYING UNCLASSIFIED OBJECTS CHEN, JOSHUA NMN 2665 §103 Non-Final OA 60d overdue Pending Jan 19, 2024
18286948 VEHICLE TRAVEL PATH DETERMINATION RINK, RYAN J 3619 §103 Non-Final OA 54d Pending Oct 13, 2023
18286670 Pre-Training Machine Learning Models with Contrastive Learning LEE, JUSTIN S 3668 §103 Final Rejection 15d Pending Oct 12, 2023
18357084 IDENTIFYING A STOPPING PLACE FOR AN AUTONOMOUS VEHICLE FEES, CHRISTOPHER GEORGE 3662 §103 Non-Final OA 8d overdue Pending Jul 21, 2023
18327593 360 DEGREE LIDAR CROPPING FLORES, MARK ANTHONY 3648 §103 Non-Final OA 47d Pending Jun 01, 2023
18320910 RADAR- AND VISION-BASED NAVIGATION USING BOUNDING BOXES JENKINS, KIMBERLY YVETTE 3648 §103 Final Rejection 40d Pending May 19, 2023
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 2639 §103 Non-Final OA 28d overdue Pending Apr 26, 2023
18139857 DISTRIBUTED COMPUTING ARCHITECTURE WITH SHARED MEMORY FOR AUTONOMOUS ROBOTIC SYSTEMS LEE, CHUN KUAN 2181 §103 Non-Final OA 14d Pending Apr 26, 2023
18139895 MANAGING VEHICLE RESOURCES BASED ON SCENARIOS KRETZER, CASEY L 2635 §103 Final Rejection 48d Pending Apr 26, 2023
18139850 Distributed Computing System For A Vehicle BROWNE, SCOTT A 3666 §103 Non-Final OA 70d Pending Apr 26, 2023
18120325 GENERATING WORST-CASE CONSTRAINTS FOR AUTONOMOUS VEHICLE MOTION PLANNING ALHARBI, ADAM MOHAMED 3663 §103 Non-Final OA 30d overdue Pending Mar 10, 2023
18165862 CONFLICT ANALYSIS BETWEEN OCCUPANCY GRIDS AND SEMANTIC SEGMENTATION MAPS ADMASU, MAHLIET TASEW 2123 §103 Non-Final OA 6d Pending Feb 07, 2023
18163708 ITERATIVE DEPTH ESTIMATION DULANEY, KATHLEEN YUAN 2666 §103 Final Rejection 131d overdue Pending Feb 02, 2023
18162256 PATH SELECTION FOR REMOTE VEHICLE ASSISTANCE AFRIN, NAZIA 3666 §103 Non-Final OA 8d Pending Jan 31, 2023
18148321 DEVICES, SYSTEMS, AND METHODS FOR CAMERA CLEANING AND FLARE REDUCTION FOR VEHICLES CRUZ, IRIANA 2681 §103 Non-Final OA 21d Pending Dec 29, 2022
18086846 UNIFIED FRAMEWORK AND TOOLING FOR LANE BOUNDARY ANNOTATION BUDISALICH, ANDREW STEVEN 2662 §103 Final Rejection 39d Pending Dec 22, 2022
18071360 GUIDED GENERATION OF TRAJECTORIES FOR REMOTE VEHICLE ASSISTANCE RHEE, ROY B 3664 §103 Final Rejection 24d overdue Pending Nov 29, 2022
17989065 GENERATING NOTIFICATIONS INDICATIVE OF UNANTICIPATED ACTIONS DOROS, KAYLA RENEE 3657 Non-Final OA 7d Pending Nov 17, 2022
17930553 SYSTEMS AND METHODS FOR IMPLEMENTING DATA SECURITY KHAN, SHER A 2497 §103 Final Rejection 8d Pending Sep 08, 2022
17818861 INFERRING AUTONOMOUS DRIVING RULES FROM DATA SITIRICHE, LUIS A 2126 §103 Final Rejection 63d Pending Aug 10, 2022
17227253 ADAPTIVE POINT CLOUD GENERATION FOR AUTONOMOUS VEHICLES ISLAM, MEHRAZUL NMN 2662 §103 Final Rejection 9d overdue Pending Apr 09, 2021
17147426 VEHICLE PATH PLANNING JACKSON, DANIELLE MARIE 3657 §103 Non-Final OA 52d overdue Pending Jan 12, 2021

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