Prosecution Insights
Last updated: October 02, 2026

Zoox Inc.

Technology area: Transportation, E-Commerce & Mechanical Systems

29 pending office actions • 13 art units • 26 examiners • 0 of 29 (0%) have an AI response strategy ready • 238 patents granted in the last 365 days

Portfolio Summary

29
Total Pending OAs
18
Non-Final OAs
11
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 5 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
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. 5 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)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.

13
Hard (45%)
14
Medium (48%)
2
Easy (7%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (3%)
§101 + other4 (14%)
§103 only12 (41%)
§102 only1 (3%)
§112 only1 (3%)
Double-patenting only1 (3%)
Double-patenting + other1 (3%)
Multi-statute (no §101)8 (28%)

Industry Mix

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

0
Life Sciences
0% of docket
2
Information Tech
7% of docket
2
Communications
7% of docket
1
Semiconductors
3% of docket
18
Mechanical / Eng
62% of docket
6
Business / Other
21% 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.

290 h
Manual time on pending OAs
58 h
Time saved (low, 20%)
102 h
Time saved (mid, 35%)
2.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HATCH, DAVID P 3 77.0% +11.8%
DEL VALLE, LUIS GERARDO 2 74.7% +22.1%
CODUROGLU, JALAL C 1 85.8% +7.4%
SWEENEY, BRIAN P 1 93.4% +7.6%
RAMESH, KRISHNAN 1 80.9% +18.0%
DOWLING, MICHAEL TYLER EVAN 1 64.3% +45.7%
DAVIS, JERROD I 1 86.1% +11.7%
SAJOUS, WESNER 1 92.0% +7.7%
LANG, MICHAEL DEAN 1 87.1% +5.5%
ALHARBI, ADAM MOHAMED 1 87.8% +3.8%

Quick Wins (4)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
19298598 TRAJECTORY OPTIMIZATION IN MULTI-AGENT ENVIRONMENTS CODUROGLU, JALAL C —
19253605 SENSOR FUSION FOR OBJECT DETECTION SWEENEY, BRIAN P —
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 (13)

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
19256360 COLLABORATIVE GUIDANCE FOR VEHICLE INTERACTIONS HATCH, DAVID P —
19229450 IMPACT DETECTION ON VEHICLE UNDERSIDE RAMESH, KRISHNAN —
19170923 REMOTE VEHICLE GUIDANCE DAVIS, JERROD I —
19098835 AUTONOMOUS VEHICLE DIRECTION INDICATION HATCH, DAVID P —
19076404 USING MAPS COMPRISING COVARIANCES IN MULTI-RESOLUTION VOXELS SAJOUS, WESNER —
18986582 TRAFFIC FLOW VECTOR FIELDS MCPHERSON, JAMES 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
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 —
18909734 COLLABORATIVE VEHICLE GUIDANCE HATCH, DAVID P —

Top Art Units

Art UnitApps
3666 4
3661 3
3667 3
3663 3
3668 2
3669 1
2669 1
3658 1
2857 1
2674 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
19298598 TRAJECTORY OPTIMIZATION IN MULTI-AGENT ENVIRONMENTS CODUROGLU, JALAL C — DP Non-Final OA — Pending Aug 13, 2025
19256360 COLLABORATIVE GUIDANCE FOR VEHICLE INTERACTIONS HATCH, DAVID P — §102§103 Non-Final OA — Pending Jul 01, 2025
19253605 SENSOR FUSION FOR OBJECT DETECTION SWEENEY, BRIAN P — §112 Non-Final OA — Pending Jun 27, 2025
19229450 IMPACT DETECTION ON VEHICLE UNDERSIDE RAMESH, KRISHNAN — §102§103 Non-Final OA — Pending Jun 05, 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 §101§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
19076404 USING MAPS COMPRISING COVARIANCES IN MULTI-RESOLUTION VOXELS SAJOUS, WESNER — §102§103 Non-Final OA — Pending Mar 11, 2025
19071394 IN-PATH OBSTACLE DETECTION AND AVOIDANCE SYSTEM LANG, MICHAEL DEAN 3667 §102Other 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
18991070 VEHICLE GUIDANCE BY A MULTIMODAL LARGE LANGUAGE MODEL PARK, KYLE S 3666 §103 Final Rejection — Pending Dec 20, 2024
18986582 TRAFFIC FLOW VECTOR FIELDS MCPHERSON, JAMES M 3663 §103§112 Final Rejection — Pending Dec 18, 2024
18965464 OBJECT DETECTION KASHYAPA, ANUSHA 2669 §103§112 Non-Final OA — Pending Dec 02, 2024
18926003 TECHNIQUES FOR DETECTING ROAD BLOCKAGES AND GENERATING ALTERNATIVE ROUTES REDHEAD JR., ASHLEY L 3661 §103 Final Rejection 2d overdue Pending Oct 24, 2024
18909734 COLLABORATIVE VEHICLE GUIDANCE HATCH, DAVID P 3668 §101 Final Rejection — Pending Oct 08, 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
18667912 DYNAMIC PARKING LOCATION DETERMINING MANAGEMENT MILLER, PRESTON JAY 3661 §103 Final Rejection — Pending May 17, 2024
18652390 SENSOR PERTURBATION SUN, XIUQIN 2857 §101§102 Non-Final OA 18d overdue Pending May 01, 2024
18622658 DATASET GENERATION FROM SCENARIOS CLUSTERED BY SCENE SIMILARITY MISTRY, ONEAL R 2674 §103 Non-Final OA — Pending Mar 29, 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
18087586 GENERATING OBJECT DATA USING A DIFFUSION MODEL DUONG, HIEN LUONGVAN 2147 §103 Final Rejection — Pending Dec 22, 2022
17876975 TELEOPERATIONS QUEUEING FOR AUTONOMOUS VEHICLES WEBB III, JAMES L 3624 §101§103 Final Rejection — Pending Jul 29, 2022
17476259 ROAD NETWORK VALIDATION GASCA ALVA JR, MOISES 3667 §101§103 Final Rejection — Pending Sep 15, 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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