Prosecution Insights
Last updated: August 18, 2026

Zoox Inc.

36 pending office actions • 19 art units • 33 examiners • 0 of 36 (0%) have an AI response strategy ready • 229 patents granted in the last 365 days

Portfolio Summary

36
Total Pending OAs
23
Non-Final OAs
13
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 6 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

5
Overdue
0
Due this week
0
Due this month
0
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (5)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.

9
Hard (25%)
24
Medium (67%)
3
Easy (8%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (3%)
§101 + other2 (6%)
§103 only18 (50%)
§102 only2 (6%)
Double-patenting only3 (8%)
Double-patenting + other4 (11%)
Multi-statute (no §101)6 (17%)

Industry Mix

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

0
Life Sciences
0% of docket
3
Information Tech
8% of docket
3
Communications
8% of docket
1
Semiconductors
3% of docket
23
Mechanical / Eng
64% of docket
6
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.

360 h
Manual time on pending OAs
72 h
Time saved (low, 20%)
126 h
Time saved (mid, 35%)
3.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HATCH, DAVID P 3 76.7% +12.6%
DEL VALLE, LUIS GERARDO 2 74.3% +23.0%
INGRAM, THOMAS P 1 87.5% +6.4%
RAMESH, KRISHNAN 1 80.9% +17.8%
TRIVEDI, ATUL 1 91.2% +9.0%
DOWLING, MICHAEL TYLER EVAN 1 63.5% +55.4%
DAVIS, JERROD I 1 86.9% +10.6%
LANG, MICHAEL DEAN 1 87.1% +5.5%
ALHARBI, ADAM MOHAMED 1 87.6% +3.7%
RINK, RYAN J 1 78.3% +10.8%

Quick Wins (6)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 6 ordered by deadline are shown.

App #TitleExaminerDue in
19280849 LIDAR SENSOR DENOISING FOR ADVERSE CONDITIONS AND/OR NONSALIENT OBJECTS INGRAM, THOMAS P
19229450 IMPACT DETECTION ON VEHICLE UNDERSIDE RAMESH, KRISHNAN
19187513 MACHINE-LEARNED COST ESTIMATION IN TREE SEARCH TRAJECTORY GENERATION FOR VEHICLE CONTROL TRIVEDI, ATUL
19170923 REMOTE VEHICLE GUIDANCE DAVIS, JERROD I
19071394 IN-PATH OBSTACLE DETECTION AND AVOIDANCE SYSTEM LANG, MICHAEL DEAN
19066499 SYSTEM AND METHOD FOR GENERATING MULTI-RESOLUTION VOXEL SPACES ALHARBI, ADAM MOHAMED

Hard Cases (9)

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
17184169 SIMULATED AGENTS BASED ON DRIVING LOG DATA KIM, EUNHEE 119d overdue
18652390 SENSOR PERTURBATION SUN, XIUQIN 18d overdue
19098835 AUTONOMOUS VEHICLE DIRECTION INDICATION HATCH, DAVID P
19000280 IMPROVING SENSOR UTILITY BASED ON VEHICLE POSITION ARTIMEZ, DANA FERREN
18986582 TRAFFIC FLOW VECTOR FIELDS MCPHERSON, JAMES M
18909734 COLLABORATIVE VEHICLE GUIDANCE HATCH, DAVID P
18802152 SWITCHABLE RIDE FREQUENCY FOR BIDIRECTIONAL VEHICLES ARELLANO, PAUL WOODWARD
18304975 CROSS-ATTENTION PERCEPTION MODEL TRAINED TO USE SENSOR AND/OR MAP DATA CHANDRASIRI, UPUL PRIYADARSHAN

Interview Candidates (9)

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
19427856 GROUND SURFACE ESTIMATION USING SENSOR DATA DEL VALLE, LUIS GERARDO
19348225 INTELLIGENT VEHICLE PULL OVER DEL VALLE, LUIS GERARDO
19256360 COLLABORATIVE GUIDANCE FOR VEHICLE INTERACTIONS HATCH, DAVID P
19229450 IMPACT DETECTION ON VEHICLE UNDERSIDE RAMESH, KRISHNAN
19171619 AUTONOMOUS VEHICLE OPERATIONS RELATED TO DETECTION OF AN UNSAFE PASSENGER PICKUP/DELIVERY CONDITION DOWLING, MICHAEL TYLER EVAN
19170923 REMOTE VEHICLE GUIDANCE DAVIS, JERROD I
19098835 AUTONOMOUS VEHICLE DIRECTION INDICATION HATCH, DAVID P
19058894 System for Generating Scene Context Data Using a Reference Graph RINK, RYAN J

Top Art Units

Art UnitApps
3666 3
3661 3
3669 3
3667 3
3663 3
3668 2
3619 1
3656 1
2669 1
2672 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19427856 GROUND SURFACE ESTIMATION USING SENSOR DATA DEL VALLE, LUIS GERARDO 3666 §103 Non-Final OA Pending Dec 19, 2025
19348225 INTELLIGENT VEHICLE PULL OVER DEL VALLE, LUIS GERARDO 3666 §103DP Non-Final OA Pending Oct 02, 2025
19280849 LIDAR SENSOR DENOISING FOR ADVERSE CONDITIONS AND/OR NONSALIENT OBJECTS INGRAM, THOMAS P DP Non-Final OA Pending Jul 25, 2025
19256360 COLLABORATIVE GUIDANCE FOR VEHICLE INTERACTIONS HATCH, DAVID P §103 Non-Final OA Pending Jul 01, 2025
19229450 IMPACT DETECTION ON VEHICLE UNDERSIDE RAMESH, KRISHNAN §103 Non-Final OA Pending Jun 05, 2025
19187513 MACHINE-LEARNED COST ESTIMATION IN TREE SEARCH TRAJECTORY GENERATION FOR VEHICLE CONTROL TRIVEDI, ATUL 3661 §103DP Non-Final OA Pending Apr 23, 2025
19171619 AUTONOMOUS VEHICLE OPERATIONS RELATED TO DETECTION OF AN UNSAFE PASSENGER PICKUP/DELIVERY CONDITION DOWLING, MICHAEL TYLER EVAN 3669 §103 Non-Final OA Pending Apr 07, 2025
19170923 REMOTE VEHICLE GUIDANCE DAVIS, JERROD I 3661 §103 Non-Final OA Pending Apr 04, 2025
19098835 AUTONOMOUS VEHICLE DIRECTION INDICATION HATCH, DAVID P §102§103 Non-Final OA Pending Apr 02, 2025
19071394 IN-PATH OBSTACLE DETECTION AND AVOIDANCE SYSTEM LANG, MICHAEL DEAN 3667 §102 Non-Final OA Pending Mar 05, 2025
19066499 SYSTEM AND METHOD FOR GENERATING MULTI-RESOLUTION VOXEL SPACES ALHARBI, ADAM MOHAMED 3663 §103Other Non-Final OA Pending Feb 28, 2025
19058894 System for Generating Scene Context Data Using a Reference Graph RINK, RYAN J 3619 §103Other Non-Final OA Pending Feb 20, 2025
19000280 IMPROVING SENSOR UTILITY BASED ON VEHICLE POSITION ARTIMEZ, DANA FERREN 3667 §103§112 Final Rejection Pending Dec 23, 2024
18986582 TRAFFIC FLOW VECTOR FIELDS MCPHERSON, JAMES M 3663 §103§112 Final Rejection Pending Dec 18, 2024
18983755 AUTONOMOUS DRIVING OBJECT DETECTION AND AVOIDANCE NGUYEN, BAO LONG T 3656 §102§112DP Non-Final OA Pending Dec 17, 2024
18965464 OBJECT DETECTION KASHYAPA, ANUSHA 2669 §103 Non-Final OA Pending Dec 02, 2024
18928976 REMOTE OPERATION QUEUEING FOR AUTONOMOUS VEHICLES HO, MATTHEW 3669 §103 Final Rejection Pending Oct 28, 2024
18910766 METRIC VISUALIZATION SYSTEM FOR MODEL EVALUATION BRANDT, CHRISTOPHER M DP Non-Final OA Pending Oct 09, 2024
18909734 COLLABORATIVE VEHICLE GUIDANCE HATCH, DAVID P 3668 §101 Final Rejection Pending Oct 08, 2024
18894916 GEOMETRIC CONFIDENCE FOR TRACKING OBJECTS RODRIGUEZGONZALEZ, LENNIN R DP Non-Final OA Pending Sep 24, 2024
18821385 CENTER-BASED DETECTION AND TRACKING FUJITA, KATRINA R 2672 §102DP Non-Final OA Pending Aug 30, 2024
18802152 SWITCHABLE RIDE FREQUENCY FOR BIDIRECTIONAL VEHICLES ARELLANO, PAUL WOODWARD 3658 §102§103 Non-Final OA Pending Aug 13, 2024
18759305 PRE-TRAINED MACHINE-LEARNED SCENARIO DATA DIFFICULTY METRIC FOR VEHICLE CONTROL CHOU, SHIEN MING 3667 §103 Non-Final OA 63d Pending Jun 28, 2024
18758573 AUDIO PRIORITIZATION BRINEY III, WALTER F 2692 §103 Final Rejection 2d overdue Pending Jun 28, 2024
18667879 DYNAMIC DRIVABLE AREA DETERMINING MANAGEMENT MUELLER, SARAH ALEXANDRA 3669 §103 Final Rejection 1d overdue Pending May 17, 2024
18667912 DYNAMIC PARKING LOCATION DETERMINING MANAGEMENT MILLER, PRESTON JAY 3661 §103 Non-Final OA Pending May 17, 2024
18652390 SENSOR PERTURBATION SUN, XIUQIN 2857 §101§102 Final Rejection 18d overdue Pending May 01, 2024
18434352 VEHICLE TRAJECTORY CONTROL USING A TREE SEARCH LEE, HANA 3662 §103 Non-Final OA Pending Feb 06, 2024
18392371 NEURAL NETWORK AUDIO PROCESSING TO DETERMINE WEATHER CHARACTERISTICS ALKIRSH, AHMED 3668 §103 Non-Final OA Pending Dec 21, 2023
18385713 PREGENERATION OF TELEOPERATOR VIEW BROWNE, SCOTT A 3666 §103 Final Rejection Pending Oct 31, 2023
18304975 CROSS-ATTENTION PERCEPTION MODEL TRAINED TO USE SENSOR AND/OR MAP DATA CHANDRASIRI, UPUL PRIYADARSHAN 3665 §102§103 Final Rejection Pending Apr 21, 2023
17823776 SAFETY FRAMEWORK WITH CALIBRATION ERROR INJECTION HANN, JAY B 2186 §102 Final Rejection Pending Aug 31, 2022
17710639 MERGING OBJECT AND BACKGROUND RADAR DATA FOR AUTONOMOUS DRIVING SIMULATIONS MORRIS, JOSEPH PATRICK 2100 §101§102§103 Final Rejection Pending Mar 31, 2022
17327350 VEHICLE TRAJECTORY DETERMINATION ALQADERI, NADA MAHYOOB 3664 §103 Non-Final OA Pending May 21, 2021
17184169 SIMULATED AGENTS BASED ON DRIVING LOG DATA KIM, EUNHEE 2188 §103§112 Final Rejection 119d overdue Pending Feb 24, 2021
16586604 BLOCKING OBJECT AVOIDANCE SANTOS, AARRON EDUARDO 3663 §103 Final Rejection 60d overdue Pending Sep 27, 2019

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