AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Thao Tran-Le

Examiner Thao Tran-Le appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 22.0%, they average 3.22 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 3.22
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Examiner Details

Observed Examiner Years
5 years (2022-2026)
Phone
(571) 272-7535
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
164
Granted Applications
36
Non-Granted Applications
128
Avg OA / Grant
3.22
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3761
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 22.0% 3.22
Art Unit 80 40.8% 2.17
Group 377 50.6% 2.11
Tech Center 2,632 49.9% 2.01
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2022 2023 2024 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 2022; examiner may not yet have been active in the available dataset.
2022 17 4 23.5%
2023 28 10 35.7%
2024 37 17 45.9%
2025 49 5 10.2%
2026 33 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 148 0.0% 3.4% 89.9% 2.7%
2 101 0.0% 0.0% 97.0% 1.0%
3 65 1.5% 0.0% 92.3% 4.6%
4 44 0.0% 0.0% 95.5% 4.5%
5 23 0.0% 0.0% 87.0% 8.7%
6 14 0.0% 0.0% 100.0% 0.0%
7 4 0.0% 0.0% 100.0% 0.0%
8 2 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2022
0.9%
2023
0.0%
2024
0.0%
2025
0.0%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.