Prosecution Insights
Last updated: August 17, 2026

Cavh LLC

10 pending office actions • 3 art units • 6 examiners • 0 of 10 (0%) have an AI response strategy ready • 8 patents granted in the last 365 days

Portfolio Summary

10
Total Pending OAs
6
Non-Final OAs
4
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 1 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

1
Overdue
0
Due this week
0
Due this month
0
Due in next 60 days
0
Due later

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.

4
Hard (40%)
3
Medium (30%)
3
Easy (30%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other3 (30%)
§103 only3 (30%)
Double-patenting only3 (30%)
Multi-statute (no §101)1 (10%)

Industry Mix

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

0
Life Sciences
0% of docket
0
Information Tech
0% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
6
Mechanical / Eng
60% of docket
4
Business / Other
40% 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.

100 h
Manual time on pending OAs
20 h
Time saved (low, 20%)
35 h
Time saved (mid, 35%)
0.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
ISMAIL, MAHMOUD S 5 88.4% +11.8%
TISSOT, ADAM D 1 79.4% +21.2%
CHEN, SHELLEY 1 66.0% +20.2%
TO, TUAN C 1 86.0% +10.0%
SU, STEPHANIE T 1 68.2% +30.9%
SHARMA, SHIVAM 1 42.9% +0.0%

Quick Wins (3)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
18960202 COMPUTING POWER ALLOCATION SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S 30d overdue
19211772 AUTONOMOUS VEHICLE INTELLIGENT CONTROL SYSTEM WITH DRIVING TASK DISTRIBUTION TO, TUAN C
18960208 FUNCTION-BASED COMPUTING POWER ALLOCATION SYSTEM ISMAIL, MAHMOUD S

Hard Cases (4)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
19233422 CONNECTED REFERENCE MARKER SYSTEM FOR VULNERABLE ROAD USER PROTECTION TISSOT, ADAM D
19233577 MICROSCOPIC VEHICLE MOTION CONTROL SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S
19228185 INTELLIGENT DRIVING SYSTEM FOR ADVERSE WEATHER CONDITIONS ISMAIL, MAHMOUD S
19078448 CLOUD-BASED LEARNING SYSTEM (CLS) FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S

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
18960202 COMPUTING POWER ALLOCATION SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S 30d overdue
19233422 CONNECTED REFERENCE MARKER SYSTEM FOR VULNERABLE ROAD USER PROTECTION TISSOT, ADAM D
19233577 MICROSCOPIC VEHICLE MOTION CONTROL SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S
19231171 TRAINING AND OPTIMIZATION OF AUTONOMOUS DRIVING MODELS CHEN, SHELLEY
19228185 INTELLIGENT DRIVING SYSTEM FOR ADVERSE WEATHER CONDITIONS ISMAIL, MAHMOUD S
19211772 AUTONOMOUS VEHICLE INTELLIGENT CONTROL SYSTEM WITH DRIVING TASK DISTRIBUTION TO, TUAN C
19078448 CLOUD-BASED LEARNING SYSTEM (CLS) FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S
19011131 VEHICLE COMPUTING SYSTEM FOR AUTONOMOUS DRIVING SU, STEPHANIE T

Top Art Units

Art UnitApps
3662 4
3663 1
3665 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19233422 CONNECTED REFERENCE MARKER SYSTEM FOR VULNERABLE ROAD USER PROTECTION TISSOT, ADAM D 3663 §103§112 Non-Final OA Pending Jun 10, 2025
19233577 MICROSCOPIC VEHICLE MOTION CONTROL SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S §101§102§103§112 Non-Final OA Pending Jun 10, 2025
19231171 TRAINING AND OPTIMIZATION OF AUTONOMOUS DRIVING MODELS CHEN, SHELLEY §103 Non-Final OA Pending Jun 06, 2025
19228185 INTELLIGENT DRIVING SYSTEM FOR ADVERSE WEATHER CONDITIONS ISMAIL, MAHMOUD S §101§102§103§112 Non-Final OA Pending Jun 04, 2025
19211772 AUTONOMOUS VEHICLE INTELLIGENT CONTROL SYSTEM WITH DRIVING TASK DISTRIBUTION TO, TUAN C DP Non-Final OA Pending May 19, 2025
19078448 CLOUD-BASED LEARNING SYSTEM (CLS) FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S 3662 §101§103§112 Non-Final OA Pending Mar 13, 2025
19011131 VEHICLE COMPUTING SYSTEM FOR AUTONOMOUS DRIVING SU, STEPHANIE T 3662 §103 Final Rejection Pending Jan 06, 2025
18960208 FUNCTION-BASED COMPUTING POWER ALLOCATION SYSTEM ISMAIL, MAHMOUD S 3662 DP Final Rejection Pending Nov 26, 2024
18960202 COMPUTING POWER ALLOCATION SYSTEM FOR AUTONOMOUS DRIVING ISMAIL, MAHMOUD S 3662 DP Final Rejection 30d overdue Pending Nov 26, 2024
17667683 COLLABORATIVE AUTOMATED DRIVING SYSTEM SHARMA, SHIVAM 3665 §103 Final Rejection Pending Feb 09, 2022

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