Prosecution Insights
Last updated: May 29, 2026

Five AI Limited

16 pending office actions • 13 art units • 15 examiners • 0 of 16 (0%) have an AI response strategy ready • 11 patents granted in the last 365 days

Portfolio Summary

16
Total Pending OAs
11
Non-Final OAs
5
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 16 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

6
Overdue
1
Due this week
7
Due this month
0
Due in next 60 days
2
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. 16 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (6)Due ≤ 7 days (1)Due ≤ 30 days (7)Due later (2)

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.

1
Hard (6%)
15
Medium (94%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (6%)
§103 only14 (88%)
§102 only1 (6%)

Industry Mix

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

0
Life Sciences
0% of docket
4
Information Tech
25% of docket
1
Communications
6% of docket
0
Semiconductors
0% of docket
10
Mechanical / Eng
62% of docket
1
Business / Other
6% 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.

160 h
Manual time on pending OAs
32 h
Time saved (low, 20%)
56 h
Time saved (mid, 35%)
1.4 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
PATEL, MANGLESH M 2 74.3% +18.3%
CAMBY, RICHARD M 1 89.2% +6.4%
GONZALEZ, MARIO CARLOS 1 31.1% +1.1%
STIEBRITZ, NOAH WILLIAM 1 66.7% -6.7%
MELTON, TODD M 1 84.1% +18.2%
AFRIN, NAZIA 1 53.3% +33.9%
BARHAM, RYAN ALLEN 1 60.0% +50.0%
LOPEZ, MIGUEL ALEXANDER 1 0.0% +0.0%
PEDERSEN, DAVID RUBEN 1 56.2% +50.0%
BERMAN, STEPHEN DAVID 1 78.2% +59.4%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18742965 DRIVING SCENARIOS FOR AUTONOMOUS VEHICLES MELTON, TODD M 9d overdue
18874182 MOTION PREDICTION FOR MOBILE AGENTS CAMBY, RICHARD M 9d

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18562133 ADVERSARIAL ATTACKS ON PERCEPTION COMPONENTS LOPEZ, MIGUEL ALEXANDER 46d overdue
17769266 PREDICTION AND PLANNING FOR MOBILE ROBOTS PATEL, MANGLESH M 10d overdue

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
18274167 GENERATING SIMULATION ENVIRONMENTS FOR TESTING AV BEHAVIOUR BERMAN, STEPHEN DAVID 73d overdue
17769266 PREDICTION AND PLANNING FOR MOBILE ROBOTS PATEL, MANGLESH M 10d overdue
18742965 DRIVING SCENARIOS FOR AUTONOMOUS VEHICLES MELTON, TODD M 9d overdue
18293246 PERCEPTION OF 3D OBJECTS IN SENSOR DATA BARHAM, RYAN ALLEN 9d overdue
18276952 PREDICTION AND PLANNING FOR MOBILE ROBOTS PATEL, MANGLESH M 9d
18275180 VEHICLE TRAJECTORY ASSESSMENT PEDERSEN, DAVID RUBEN 22d
18701206 ROAD LAYOUT INDEXING AND QUERYING AFRIN, NAZIA 26d

Top Art Units

Art UnitApps
3665 3
3658 2
3661 1
3668 1
3669 1
3666 1
2613 1
2496 1
2192 1
3648 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
18874182 MOTION PREDICTION FOR MOBILE AGENTS CAMBY, RICHARD M 3661 §102 Non-Final OA 9d Pending Dec 12, 2024
18835554 TRAJECTORY GENERATION FOR MOBILE AGENTS GONZALEZ, MARIO CARLOS 3668 §103 Non-Final OA 71d Pending Aug 02, 2024
18728430 MOTION PREDICTION AND TRAJECTORY GENERATION FOR MOBILE AGENTS STIEBRITZ, NOAH WILLIAM 3658 §103 Final Rejection 22d Pending Jul 11, 2024
18742965 DRIVING SCENARIOS FOR AUTONOMOUS VEHICLES MELTON, TODD M 3669 §103 Non-Final OA 9d overdue Pending Jun 13, 2024
18701206 ROAD LAYOUT INDEXING AND QUERYING AFRIN, NAZIA 3666 §103 Final Rejection 26d Pending Apr 12, 2024
18293246 PERCEPTION OF 3D OBJECTS IN SENSOR DATA BARHAM, RYAN ALLEN 2613 §103 Non-Final OA 9d overdue Pending Jan 29, 2024
18562133 ADVERSARIAL ATTACKS ON PERCEPTION COMPONENTS LOPEZ, MIGUEL ALEXANDER 2496 §103 Non-Final OA 46d overdue Pending Nov 17, 2023
18276952 PREDICTION AND PLANNING FOR MOBILE ROBOTS PATEL, MANGLESH M 3665 §103 Final Rejection 9d Pending Aug 11, 2023
18275180 VEHICLE TRAJECTORY ASSESSMENT PEDERSEN, DAVID RUBEN 3658 §103 Non-Final OA 22d Pending Jul 31, 2023
18274167 GENERATING SIMULATION ENVIRONMENTS FOR TESTING AV BEHAVIOUR BERMAN, STEPHEN DAVID 2192 §103 Final Rejection 73d overdue Pending Jul 25, 2023
18272773 RADAR PERCEPTION WOLFORD, NAOMI M 3648 §103 Non-Final OA 8d overdue Pending Jul 17, 2023
18008145 SIMULATION IN AUTONOMOUS DRIVING HOPKINS, DAVID ANDREW 2188 §103 Non-Final OA 27d Pending Dec 02, 2022
18008070 TESTING AND SIMULATION IN AUTONOMOUS DRIVING BONSHOCK, DENNIS G 3992 §103 Final Rejection 71d Pending Dec 02, 2022
18008127 OPERATIONAL DESIGN DOMAINS IN AUTONOMOUS DRIVING JOHNSON, CEDRIC D 2186 §103 Non-Final OA 7d Pending Dec 02, 2022
17955161 VEHICLE LOCALIZATION WU, PAYSUN 3665 §103 Non-Final OA 14d Pending Sep 28, 2022
17769266 PREDICTION AND PLANNING FOR MOBILE ROBOTS PATEL, MANGLESH M 3665 §101 Non-Final OA 10d overdue Pending Apr 14, 2022

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