AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lien T. Tran

Examiner Lien T. Tran appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 25.8%, they average 3.47 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 3.47
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-1408
Predicted Supervisor
Emily Le
Supervisor Phone
(571) 272-0903
Tech Center
1700 - Chemical and Materials Engineering
Group
1790 - Food, Analytical Chemistry, Sterilization, Biochemistry, Electrochemistry

Metrics

Applications Evaluated
959
Granted Applications
247
Non-Granted Applications
712
Avg OA / Grant
3.47
Last OA Observed
March 2026 (1 months ago)
Art Units Seen
1781 , 1789 , 1793 , 1794
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 25.8% 3.47
Art Unit 30 32.2% 2.59
Group 307 37.1% 2.11
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 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 2008; examiner may not yet have been active in the available dataset.
2008 54 9 16.7%
2009 53 13 24.5%
2010 52 17 32.7%
2011 58 23 39.7%
2012 56 21 37.5%
2013 68 20 29.4%
2014 38 12 31.6%
2015 44 13 29.5%
2016 36 10 27.8%
2017 45 7 15.6%
2018 49 10 20.4%
2019 51 15 29.4%
2020 38 7 18.4%
2021 52 18 34.6%
2022 46 11 23.9%
2023 67 21 31.3%
2024 42 9 21.4%
2025 78 11 14.1%
2026 32 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 948 0.3% 2.8% 82.2% 2.1%
2 715 0.0% 2.1% 87.1% 2.5%
3 459 0.0% 1.7% 88.0% 3.1%
4 325 0.3% 1.5% 87.4% 3.4%
5 182 0.0% 2.7% 84.6% 3.8%
6 125 0.0% 2.4% 80.8% 7.2%
7 69 0.0% 0.0% 94.2% 1.4%
8 44 0.0% 2.3% 88.6% 2.3%
9 26 0.0% 0.0% 96.2% 3.8%
10 14 0.0% 0.0% 92.9% 7.1%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
1.2%
2013
0.0%
2014
0.0%
2015
0.6%
2016
0.0%
2017
0.6%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
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.