AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Benjamin Koo

Examiner Benjamin Koo appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.2%, they average 2.83 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 2.83
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 272-2562
Predicted Supervisor
Michael Tsai
Supervisor Phone
(571) 270-5246
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
269
Granted Applications
127
Non-Granted Applications
142
Avg OA / Grant
2.83
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3763 , 3783
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.2% 2.83
Art Unit 98 55.4% 2.09
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% 2012 2013 2014 2015 2016 2017 2018 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 2012; examiner may not yet have been active in the available dataset.
2012 4 3 75.0%
2013 29 14 48.3%
2014 48 26 54.2%
2015 42 26 61.9%
2016 46 27 58.7%
2017 41 25 61.0%
2018 7 6 85.7%
No observed data for 2019-2023.
2024 2 0 0.0%
2025 27 0 0.0%
2026 23 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 313 0.3% 11.5% 78.6% 4.2%
2 204 0.5% 10.8% 82.4% 2.5%
3 135 0.0% 9.6% 83.7% 2.2%
4 80 0.0% 7.5% 85.0% 6.3%
5 39 0.0% 2.6% 87.2% 10.3%
6 23 0.0% 0.0% 91.3% 4.3%
7 9 0.0% 11.1% 88.9% 0.0%
8 3 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 100.0% 0.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.6%
2014
0.0%
2015
0.0%
2016
1.0%
2017
0.0%
2018
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.