AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ai Kim Tran

Examiner Ai Kim Tran appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 5.1%, they average 3.00 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.00
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Examiner Details

Observed Examiner Years
2 years (2025-2026)
Phone
(703) 756-5911
Predicted Supervisor
Christian Chace
Supervisor Phone
(571) 272-4190
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3660 - VCaR - Robot Control, Vehicle Navigation and Data Processing: Vehicles and Relative Location

Metrics

Applications Evaluated
39
Granted Applications
2
Non-Granted Applications
37
Avg OA / Grant
3.00
Last OA Observed
April 2026 (3 months ago)
Art Units Seen
3665
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 5.1% 3.00
Art Unit 50 44.1% 2.00
Group 455 54.8% 1.86
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2025; examiner may not yet have been active in the available dataset.
2025 33 2 6.1%
2026 6 0 0.0%

2 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 39 0.0% 12.8% 87.2% 0.0%
2 32 0.0% 12.5% 87.5% 0.0%
3 14 0.0% 0.0% 100.0% 0.0%
4 6 0.0% 0.0% 100.0% 0.0%