Prosecution Insights
Last updated: August 18, 2026

Motional AD LLC

24 pending office actions • 17 art units • 24 examiners • 0 of 24 (0%) have an AI response strategy ready • 62 patents granted in the last 365 days

Portfolio Summary

24
Total Pending OAs
15
Non-Final OAs
9
Final Rejections
0
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.

4
Overdue
1
Due this week
2
Due this month
1
Due in next 60 days
0
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 (4)Due ≤ 7 days (1)Due ≤ 30 days (2)Due ≤ 60 days (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.

11
Hard (46%)
12
Medium (50%)
1
Easy (4%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (4%)
§101 + other5 (21%)
§103 only10 (42%)
§102 only1 (4%)
Double-patenting only1 (4%)
Double-patenting + other1 (4%)
Multi-statute (no §101)5 (21%)

Industry Mix

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

0
Life Sciences
0% of docket
6
Information Tech
25% of docket
2
Communications
8% of docket
0
Semiconductors
0% of docket
12
Mechanical / Eng
50% of docket
4
Business / Other
17% 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.

240 h
Manual time on pending OAs
48 h
Time saved (low, 20%)
84 h
Time saved (mid, 35%)
2.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
SOOD, ANSHUL 1 82.9% +12.6%
MATTA, ALEXANDER GEORGE 1 72.1% +19.2%
OVALLE JR., DAVID MESQUITI 1 91.7% +16.7%
PINKERTON, ROBERT LOUIS 1 87.2% +17.8%
ALUNKAL, THOMAS D 1 72.3% +15.4%
LAROSE, RENEE MARIE 1 79.1% +9.2%
GREENE, DANIEL LAWSON 1 76.4% +16.9%
HILAIRE, CLIFFORD 1 71.7% +15.1%
YANG, JIANXUN 1 74.7% +18.6%
SHUDY, ANGELINA M 1 76.6% +7.7%

Hard Cases (11)

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
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 28d overdue
18165862 CONFLICT ANALYSIS BETWEEN OCCUPANCY GRIDS AND SEMANTIC SEGMENTATION MAPS ADMASU, MAHLIET TASEW 6d
19235504 EMERGENCY VEHICLE DETECTION SYSTEM AND METHOD SOOD, ANSHUL
19177374 SYSTEMS AND METHODS FOR AUTONOMOUS DRIVING BASED ON HUMAN- DRIVEN DATA OVALLE JR., DAVID MESQUITI
19093079 MOTION FORECASTING IN AUTONOMOUS VEHICLES USING A MACHINE LEARNING MODEL TRAINED WITH CYCLE CONSISTENCY LOSS PINKERTON, ROBERT LOUIS
19074617 PROCESSING A REQUEST SIGNAL REGARDING OPERATION OF AN AUTONOMOUS VEHICLE LAROSE, RENEE MARIE
18555356 HANDLING LANE CLOSURES SHUDY, ANGELINA M

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
19235504 EMERGENCY VEHICLE DETECTION SYSTEM AND METHOD SOOD, ANSHUL
19217266 PREDICTING AGENT TRAJECTORIES MATTA, ALEXANDER GEORGE
19177374 SYSTEMS AND METHODS FOR AUTONOMOUS DRIVING BASED ON HUMAN- DRIVEN DATA OVALLE JR., DAVID MESQUITI
19093079 MOTION FORECASTING IN AUTONOMOUS VEHICLES USING A MACHINE LEARNING MODEL TRAINED WITH CYCLE CONSISTENCY LOSS PINKERTON, ROBERT LOUIS
19084520 METHODS FOR PASSENGER AUTHENTICATION AND DOOR OPERATION FOR AUTONOMOUS VEHICLES ALUNKAL, THOMAS D
19000616 MANAGING TRAFFIC LIGHT DETECTIONS GREENE, DANIEL LAWSON
18743570 END-TO-END SYSTEM TRAINING USING FUSED IMAGES YANG, JIANXUN

Top Art Units

Art UnitApps
3667 2
3666 2
3645 2
3669 1
3665 1
2488 1
2662 1
3668 1
3662 1
3648 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19235504 EMERGENCY VEHICLE DETECTION SYSTEM AND METHOD SOOD, ANSHUL 3667 §101Other Non-Final OA Pending Jun 11, 2025
19217266 PREDICTING AGENT TRAJECTORIES MATTA, ALEXANDER GEORGE §103Other Non-Final OA Pending May 23, 2025
19177374 SYSTEMS AND METHODS FOR AUTONOMOUS DRIVING BASED ON HUMAN- DRIVEN DATA OVALLE JR., DAVID MESQUITI 3669 §101§102§103 Non-Final OA Pending Apr 11, 2025
19093079 MOTION FORECASTING IN AUTONOMOUS VEHICLES USING A MACHINE LEARNING MODEL TRAINED WITH CYCLE CONSISTENCY LOSS PINKERTON, ROBERT LOUIS §101§103 Non-Final OA Pending Mar 27, 2025
19084520 METHODS FOR PASSENGER AUTHENTICATION AND DOOR OPERATION FOR AUTONOMOUS VEHICLES ALUNKAL, THOMAS D DP Non-Final OA Pending Mar 19, 2025
19074617 PROCESSING A REQUEST SIGNAL REGARDING OPERATION OF AN AUTONOMOUS VEHICLE LAROSE, RENEE MARIE §102§103 Non-Final OA Pending Mar 10, 2025
19000616 MANAGING TRAFFIC LIGHT DETECTIONS GREENE, DANIEL LAWSON 3665 §103DP Non-Final OA Pending Dec 23, 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
18555356 HANDLING LANE CLOSURES SHUDY, ANGELINA M 3668 §102§103 Non-Final OA Pending Oct 13, 2023
18357084 IDENTIFYING A STOPPING PLACE FOR AN AUTONOMOUS VEHICLE FEES, CHRISTOPHER GEORGE 3662 §103 Final Rejection 8d overdue Pending Jul 21, 2023
18320910 RADAR- AND VISION-BASED NAVIGATION USING BOUNDING BOXES JENKINS, KIMBERLY YVETTE 3648 §103 Final Rejection 40d Pending May 19, 2023
18139891 AUTONOMOUS VEHICLE MONITORING SYSTEM USING SYSTEM-ON-CHIP ON-DIE RESOURCES KRESS, TABITHA LYNN 3667 §103 Non-Final OA Pending Apr 26, 2023
18139902 Managing Efficiency of Image Processing MOREHEAD III, JOHN H 2639 §102§103 Final Rejection 28d overdue Pending Apr 26, 2023
18306944 BOOT PROCESS SYSTEM-ON-CHIP NODE CONFIGURATION JUNG, ANDREW J 2175 §103 Final Rejection Pending Apr 25, 2023
18165862 CONFLICT ANALYSIS BETWEEN OCCUPANCY GRIDS AND SEMANTIC SEGMENTATION MAPS ADMASU, MAHLIET TASEW 2123 §101§103 Final Rejection 6d Pending Feb 07, 2023
18162256 PATH SELECTION FOR REMOTE VEHICLE ASSISTANCE AFRIN, NAZIA 3666 §103 Final Rejection 8d Pending Jan 31, 2023
17931056 SYSTEM AND METHODS FOR TIME-OF-FLIGHT (TOF) LIDAR INTERFERENCE MITIGATION NGUYEN, RACHEL NICOLE 3645 §103 Final Rejection Pending Sep 09, 2022
17931051 SYSTEM AND METHODS FOR TIME-OF-FLIGHT (TOF) LIDAR SIGNAL-TO-NOISE IMPROVEMENT VASQUEZ JR, ROBERT WILLIAM 3645 §102§103 Final Rejection Pending Sep 09, 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 §102 Non-Final OA Pending Apr 08, 2022
17695513 REAL TIME INTEGRITY CHECK OF GPU ACCELERATED NEURAL NETWORK ILES, TYLER EDWARD 2122 §101§103 Non-Final OA Pending Mar 15, 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
17147426 VEHICLE PATH PLANNING JACKSON, DANIELLE MARIE 3657 §103 Non-Final OA 52d overdue Pending Jan 12, 2021

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