Prosecution Insights
Last updated: October 25, 2026

Motional AD LLC

Technology area: Transportation, E-Commerce & Mechanical Systems

20 pending office actions • 17 art units • 20 examiners • 0 of 20 (0%) have an AI response strategy ready • 59 patents granted in the last 365 days

Analysis

Motional AD LLC has 20 pending office actions in Transportation, E-Commerce & Mechanical Systems. The matters are handled by 20 examiners across 17 art units, showing a highly distributed prosecution docket. The assignment pattern leaves little examiner concentration, so portfolio management must account for many separate examination relationships.

DUONG, DIEU HIEN is the busiest examiner, with 1 pending matter. A uniform response approach may help preserve consistency, but the breadth of examiner and art-unit assignments makes application-specific analysis important. Counsel should organize the docket by technical issue and art-unit practice while maintaining a common framework for claim scope and amendment decisions.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

20
Total Pending OAs
8
Non-Final OAs
11
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 8 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

3
Overdue
1
Due this week
2
Due this month
1
Due in next 60 days
1
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. 8 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (3)Due ≤ 7 days (1)Due ≤ 30 days (2)Due ≤ 60 days (1)Due later (1)

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.

8
Hard (40%)
10
Medium (50%)
1
Easy (5%)
1
Unknown (5%)

Rejection Statute Mix

BucketCases
§101 + other2 (10%)
§103 only10 (50%)
Double-patenting only1 (5%)
Multi-statute (no §101)6 (30%)
No statute on record1 (5%)

Industry Mix

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

0
Life Sciences
0% of docket
5
Information Tech
25% of docket
2
Communications
10% of docket
1
Semiconductors
5% of docket
12
Mechanical / Eng
60% 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.

200 h
Manual time on pending OAs
40 h
Time saved (low, 20%)
70 h
Time saved (mid, 35%)
1.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
DUONG, DIEU HIEN 1 78.3% +16.5%
LAROSE, RENEE MARIE 1 79.0% +9.6%
MARTINEZ BORRERO, LUIS A 1 81.0% +17.3%
MATTA, ALEXANDER GEORGE 1 71.7% +18.6%
HILAIRE, CLIFFORD 1 71.8% +14.9%
YANG, JIANXUN 1 74.3% +19.1%
SANTOS, AARRON EDUARDO 1 45.6% +16.8%
FEES, CHRISTOPHER GEORGE 1 56.9% +22.0%
FLORES, MARK ANTHONY 1 — —
HOQUE, SHAHEDA SHABNAM 1 47.2% +38.6%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19043111 OBJECT ORIENTATION DETERMINATION FROM MAP AND GROUP PARAMETERS MARTINEZ BORRERO, LUIS A —

Hard Cases (8)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18906972 SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION HILAIRE, CLIFFORD 73d overdue
18139850 Distributed Computing System For A Vehicle BROWNE, SCOTT A 70d
19074617 PROCESSING A REQUEST SIGNAL REGARDING OPERATION OF AN AUTONOMOUS VEHICLE LAROSE, RENEE MARIE —
18952546 AUTONOMOUS VEHICLE OPERATION USING LINEAR TEMPORAL LOGIC MATTA, ALEXANDER GEORGE —
18306944 BOOT PROCESS SYSTEM-ON-CHIP NODE CONFIGURATION JUNG, ANDREW J —
18106122 DEFINING AND TESTING EVOLVING EVENT SEQUENCES MOLL, NITHYA JANAKIRAMAN —
17716831 Tracker Position Updates for Vehicle Trajectory Generation CASS, JEAN PAUL —
17590920 UNSUPERVISED DOMAIN ADAPTATION FOR LiDAR SEGMENTATION VIA ENHANCED PSEUDO-LABELING TECHNIQUES GIROUX, GEORGE —

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
18906972 SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION HILAIRE, CLIFFORD 73d overdue
18357084 IDENTIFYING A STOPPING PLACE FOR AN AUTONOMOUS VEHICLE FEES, CHRISTOPHER GEORGE 8d overdue
19235969 INTEGRATED MODULAR ANTENNA SYSTEM DUONG, DIEU HIEN —
19043111 OBJECT ORIENTATION DETERMINATION FROM MAP AND GROUP PARAMETERS MARTINEZ BORRERO, LUIS A —
18952546 AUTONOMOUS VEHICLE OPERATION USING LINEAR TEMPORAL LOGIC MATTA, ALEXANDER GEORGE —
18743570 END-TO-END SYSTEM TRAINING USING FUSED IMAGES YANG, JIANXUN —
18460288 CONTROL ARCHITECTURES FOR AUTONOMOUS VEHICLES SANTOS, AARRON EDUARDO —
18320899 SAFETY FILTER FOR MACHINE LEARNING PLANNERS HOQUE, SHAHEDA SHABNAM —

Top Art Units

Art UnitApps
3666 3
3657 2
2845 1
3665 1
3668 1
2488 1
2662 1
3663 1
3662 1
3648 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19235969 INTEGRATED MODULAR ANTENNA SYSTEM DUONG, DIEU HIEN 2845 DP Non-Final OA — Pending Jun 12, 2025
19074617 PROCESSING A REQUEST SIGNAL REGARDING OPERATION OF AN AUTONOMOUS VEHICLE LAROSE, RENEE MARIE 3657 §102§103 Non-Final OA — Pending Mar 10, 2025
19043111 OBJECT ORIENTATION DETERMINATION FROM MAP AND GROUP PARAMETERS MARTINEZ BORRERO, LUIS A 3665 §103 Final Rejection — Pending Jan 31, 2025
18952546 AUTONOMOUS VEHICLE OPERATION USING LINEAR TEMPORAL LOGIC MATTA, ALEXANDER GEORGE 3668 §102§103§112Other Non-Final OA — Pending Nov 19, 2024
18906972 SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION HILAIRE, CLIFFORD 2488 §103§112 Final Rejection 73d overdue Pending Oct 04, 2024
18743570 END-TO-END SYSTEM TRAINING USING FUSED IMAGES YANG, JIANXUN 2662 §103Other Non-Final OA — Pending Jun 14, 2024
18460288 CONTROL ARCHITECTURES FOR AUTONOMOUS VEHICLES SANTOS, AARRON EDUARDO 3663 §103 Non-Final OA — Pending Sep 01, 2023
18357084 IDENTIFYING A STOPPING PLACE FOR AN AUTONOMOUS VEHICLE FEES, CHRISTOPHER GEORGE 3662 §103 Final Rejection 8d overdue Pending Jul 21, 2023
18327593 360 DEGREE LIDAR CROPPING FLORES, MARK ANTHONY 3648 §103 Final Rejection 47d Pending Jun 01, 2023
18320899 SAFETY FILTER FOR MACHINE LEARNING PLANNERS HOQUE, SHAHEDA SHABNAM 3658 §103 Non-Final OA — Pending May 19, 2023
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 2639 §103 Final Rejection 28d overdue Pending Apr 26, 2023
18139850 Distributed Computing System For A Vehicle BROWNE, SCOTT A 3666 §102§103 Final Rejection 70d Pending Apr 26, 2023
18306944 BOOT PROCESS SYSTEM-ON-CHIP NODE CONFIGURATION JUNG, ANDREW J 2175 §103§112 Non-Final OA — Pending Apr 25, 2023
18106122 DEFINING AND TESTING EVOLVING EVENT SEQUENCES MOLL, NITHYA JANAKIRAMAN 2189 §103§112 Final Rejection — Pending Feb 06, 2023
18162256 PATH SELECTION FOR REMOTE VEHICLE ASSISTANCE AFRIN, NAZIA 3666 §103 Final Rejection 8d Pending Jan 31, 2023
18090073 CONTROLLING THE OPERATION OF AN AUTONOMOUS VEHICLE BASED ON DETECTED PASSENGER CHARACTERISTICS AND BEHAVIOR KHALED, ABDALLA A 3667 §103 Final Rejection — Pending Dec 28, 2022
17989065 GENERATING NOTIFICATIONS INDICATIVE OF UNANTICIPATED ACTIONS DOROS, KAYLA RENEE 3657 — Final Rejection 7d Pending Nov 17, 2022
17930553 SYSTEMS AND METHODS FOR IMPLEMENTING DATA SECURITY KHAN, SHER A 2497 §103 Non-Final OA 8d Pending Sep 08, 2022
17716831 Tracker Position Updates for Vehicle Trajectory Generation CASS, JEAN PAUL 3666 §101§102§103§112 Final Rejection — Pending Apr 08, 2022
17590920 UNSUPERVISED DOMAIN ADAPTATION FOR LiDAR SEGMENTATION VIA ENHANCED PSEUDO-LABELING TECHNIQUES GIROUX, GEORGE 2128 §101§103 Non-Final OA — Pending Feb 02, 2022

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Frequently Asked Questions

How many pending USPTO office actions does Motional AD LLC have?

Motional AD LLC has 20 pending office actions as of October 2026, spread across 17 art units and 20 examiners.

Which USPTO examiner handles the most Motional AD LLC applications?

Dieu Hien Duong has the most, with 1 of Motional AD LLC's pending office actions.

What technology area are Motional AD LLC's patent applications in?

Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.

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