AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marina Lee

Examiner Marina Lee appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 81.8%, they average 1.75 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.75
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-1648
Predicted Supervisor
Hyung S. Sough
Supervisor Phone
(571) 272-6799
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2190 - Inter-process Communications and Software Development

Metrics

Applications Evaluated
654
Granted Applications
535
Non-Granted Applications
119
Avg OA / Grant
1.75
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2192 , 2197 , 2198
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 81.8% 1.75
Art Unit 26 63.2% 2.07
Group 221 57.3% 2.03
Tech Center 1,706 55.9% 2.19
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 16 8 50.0%
2009 33 16 48.5%
2010 24 19 79.2%
2011 29 21 72.4%
2012 37 32 86.5%
2013 38 33 86.8%
2014 33 28 84.8%
2015 43 37 86.0%
2016 39 28 71.8%
2017 40 36 90.0%
2018 49 45 91.8%
2019 41 41 100.0%
2020 42 40 95.2%
2021 37 36 97.3%
2022 40 39 97.5%
2023 33 28 84.8%
2024 37 35 94.6%
2025 32 13 40.6%
2026 11 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 650 4.2% 9.7% 75.7% 4.0%
2 291 1.0% 4.8% 88.7% 1.0%
3 133 1.5% 4.5% 91.7% 0.8%
4 51 0.0% 3.9% 90.2% 0.0%
5 20 0.0% 0.0% 100.0% 0.0%
6 9 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
1.4%
2012
1.5%
2013
1.4%
2014
6.5%
2015
0.0%
2016
1.7%
2017
6.7%
2018
1.9%
2019
3.8%
2020
2.3%
2021
2.0%
2022
6.0%
2023
9.5%
2024
10.8%
2025
9.1%
2026

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