Prosecution Insights
Last updated: July 17, 2026

Mbhb - Waymo

21 pending office actions • 1 client • 19 examiners • 9 art units • 6 of 21 (29%) have an AI response strategy ready • 86 patents granted in the last 365 days

Quality Metrics (n=1266 apps, methodology: how we score firms)

97.5%
Allowance Rate
n=1266
+0.60σ
Allowance Rate (norm)
n=1266
2.8
OAs to Allowance
n=1024
-0.30σ
OAs to Allow (norm)
n=1024
875 days
Time to Allowance
n=1024
+1.2pp
Interview Lift
n=1266
21.9%
RCE Rate
n=1266
2.6%
Appeal Rate
n=1266

Rejection Performance (% of received rejections ultimately overcome)

§101 Overcome
n=19 (min 20)
92.3%
§102 Overcome
n=78
90.4%
§103 Overcome
n=592
98.0%
§112 Overcome
n=49

Specialization & Scale

G01S, B60W, G05D
Top CPC Subclasses
41%
Top-3 CPC Share
n=1266
0
Practitioners
n=1266
Apps / Practitioner
n=1266 (min 20)

Portfolio Summary

21
Total Pending OAs
15
Non-Final OAs
6
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
0
Due this week
1
Due this month
2
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 (4)Due ≤ 30 days (1)Due ≤ 60 days (2)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.

0
Hard (0%)
19
Medium (90%)
2
Easy (10%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§103 only18 (86%)
§102 only1 (5%)
Double-patenting only2 (10%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
5% of docket
1
Communications
5% of docket
0
Semiconductors
0% of docket
15
Mechanical / Eng
71% of docket
4
Business / Other
19% 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.

210 h
Manual time on pending OAs
42 h
Time saved (low, 20%)
74 h
Time saved (mid, 35%)
1.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HULKA, JAMES R 2 76.4% +11.6%
RATCLIFFE, LUKE D 2 87.3% +10.3%
LIANG, HONGYE 1 63.4% +53.1%
MANCHO, RONNIE M 1 75.7% +2.3%
DUNNE, KENNETH MICHAEL 1 77.1% +11.0%
PANDEY, KESHAB R 1 87.6% +8.4%
SOOFI, YAZAN A 1 89.0% +11.3%
YENINAS, STEVEN LEE 1 73.5% +4.5%
MILLER, PRESTON JAY 1 55.6% +25.8%
KRETZER, CASEY L 1 86.8% +12.5%

Quick Wins (5)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.

App #TitleExaminerDue in
18929174 Positioning Vehicles to Improve Quality of Observations at Intersections SOOFI, YAZAN A 41d
18944979 Timebase Synchronization Using Pulsed Signal Injection PANDEY, KESHAB R
18904700 Systems, Apparatus, and Methods for Retrieving Image Data of Image Frames KRETZER, CASEY L
18487538 Methods and Systems for LIDAR Optics Alignment RATCLIFFE, LUKE D
17739064 Time-of-Flight Sensor with Structured Light Illuminator RATCLIFFE, LUKE D

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
18929174 Positioning Vehicles to Improve Quality of Observations at Intersections SOOFI, YAZAN A 41d
19264612 Methods and Systems for using Interference to Detect Sensor Impairment LIANG, HONGYE
19251112 Methods and Systems for Automatic Introspective Perception DUNNE, KENNETH MICHAEL
18921915 Systems, Methods, and Apparatus for using Remote Assistance to Annotate Images of an Environment MILLER, PRESTON JAY
18904700 Systems, Apparatus, and Methods for Retrieving Image Data of Image Frames KRETZER, CASEY L
18540486 Optical Redirector Device HULKA, JAMES R
18487538 Methods and Systems for LIDAR Optics Alignment RATCLIFFE, LUKE D
17930441 Temporally Modulated Light Emission for Defect Detection in Light Detection and Ranging (Lidar) Devices and Cameras HULKA, JAMES R

Client Portfolio (1 client)

Client (Assignee)Pending OAs
WAYMO LLC 21

Top Art Units

Art UnitApps
36456
36613
36632
21761
36681
36661
26651
36561
36581

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19264612 Methods and Systems for using Interference to Detect Sensor Impairment Waymo LLC LIANG, HONGYE §103 Non-Final OA Pending Jul 09, 2025
19258245 Trajectory Assistance for Autonomous Vehicles Waymo LLC MANCHO, RONNIE M 3661 §103 Non-Final OA Pending Jul 02, 2025
19251112 Methods and Systems for Automatic Introspective Perception Waymo LLC DUNNE, KENNETH MICHAEL 3661 DP Non-Final OA Pending Jun 26, 2025
18944979 Timebase Synchronization Using Pulsed Signal Injection Waymo LLC PANDEY, KESHAB R 2176 DP Non-Final OA Pending Nov 12, 2024
18929174 Positioning Vehicles to Improve Quality of Observations at Intersections Waymo LLC SOOFI, YAZAN A 3668 §102 Non-Final OA 41d Pending Oct 28, 2024
18925245 Systems and Devices for Strain Relief for Magnetic Cores and Assemblies Waymo LLC YENINAS, STEVEN LEE §103 Non-Final OA Pending Oct 24, 2024
18921915 Systems, Methods, and Apparatus for using Remote Assistance to Annotate Images of an Environment Waymo LLC MILLER, PRESTON JAY 3661 §103 Final Rejection AI Ready Oct 21, 2024
18904700 Systems, Apparatus, and Methods for Retrieving Image Data of Image Frames Waymo LLC KRETZER, CASEY L §103 Non-Final OA Pending Oct 02, 2024
18885049 Methods and Systems For Radar Image Video Compression Using Per-Pixel Doppler Measurements Waymo LLC WOLFORD, NAOMI M §103 Non-Final OA Pending Sep 13, 2024
18392299 Methods and Systems for using a Visual Language Model to Provide Remote Assistance to Vehicles Waymo LLC KWIATKOWSKA, LIDIA 3666 §103 Non-Final OA 112d overdue Pending Dec 21, 2023
18540486 Optical Redirector Device Waymo LLC HULKA, JAMES R 3645 §103 Non-Final OA Pending Dec 14, 2023
18531643 Stacked Image Processing to Reduce Blur for Autonomous Driving Waymo LLC LU, ZHIYU 2665 §103 Final Rejection 23d overdue Pending Dec 06, 2023
18517438 Universal Spectrum Utilization Exchange for Radio Frequency Interference Mitigation and Avoidance Waymo LLC LEITE, PAULO ROBERTO GONZ 3663 §103 Non-Final OA 5d overdue Pending Nov 22, 2023
18487538 Methods and Systems for LIDAR Optics Alignment Waymo LLC RATCLIFFE, LUKE D 3645 §103 Non-Final OA Pending Oct 16, 2023
18192431 Methods and Systems for Modifying Power Consumption by an Autonomy System Waymo LLC PECHE, JORGE O 3656 §103 Final Rejection Pending Mar 29, 2023
18064612 Methods and Systems for Providing Remote Assistance to an Autonomous Vehicle Waymo LLC CASTRO, PAUL A 3658 §103 Non-Final OA 79d overdue AI Ready Dec 12, 2022
17930441 Temporally Modulated Light Emission for Defect Detection in Light Detection and Ranging (Lidar) Devices and Cameras Waymo LLC HULKA, JAMES R 3645 §103 Final Rejection AI Ready Sep 08, 2022
17739064 Time-of-Flight Sensor with Structured Light Illuminator Waymo LLC RATCLIFFE, LUKE D 3645 §103 Non-Final OA Pending May 06, 2022
17662239 Mitigating Crosstalk from High-Intensity Returns in a Light Detection and Ranging (Lidar) Device Waymo LLC BOEGHOLM, ISABELLE LIN 3645 §103 Final Rejection 70d AI Ready May 06, 2022
17376611 Adjusting Lidar Parameters Based on Environmental Conditions Waymo LLC QI, ZHENGQING J 3645 §103 Final Rejection 21d AI Ready Jul 15, 2021
17119108 Systems, Apparatus, and Methods for Reordering Image Data Waymo LLC UNDERWOOD, BAKARI 3663 §103 Non-Final OA 40d AI Ready Dec 11, 2020

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