AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Elizabeth K. So

Appears inactive Last observed office action: October 2024 (18 months ago).

Examiner Elizabeth K. So appears to be about average relative to their peer examiners. Their lifetime grant ratio is 70.4%, they average 2.63 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.63
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Examiner Details

Observed Examiner Years
17 years (2008-2024)
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
571
Granted Applications
402
Non-Granted Applications
169
Avg OA / Grant
2.63
Last OA Observed
October 2024 (18 months ago)
Art Units Seen
3762 , 3766 , 3792 , 3796
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 70.4% 2.63
Art Unit 27 66.0% 2.23
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% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024
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 1 1 100.0%
2009 35 27 77.1%
2010 28 22 78.6%
2011 23 12 52.2%
2012 36 20 55.6%
2013 48 35 72.9%
2014 58 43 74.1%
2015 21 18 85.7%
2016 32 24 75.0%
2017 51 33 64.7%
2018 33 22 66.7%
2019 22 9 40.9%
2020 48 35 72.9%
2021 28 20 71.4%
2022 34 26 76.5%
2023 45 36 80.0%
2024 28 19 67.9%
No observed data after 2024; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 601 0.5% 10.0% 78.7% 2.5%
2 409 1.2% 7.1% 80.9% 3.9%
3 227 1.3% 4.8% 85.5% 2.2%
4 146 1.4% 6.8% 87.7% 1.4%
5 88 0.0% 2.3% 96.6% 0.0%
6 51 2.0% 0.0% 90.2% 3.9%
7 25 0.0% 0.0% 100.0% 0.0%
8 11 0.0% 0.0% 90.9% 9.1%
9 5 0.0% 0.0% 100.0% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
0.0%
2008
0.0%
2009
1.2%
2010
0.0%
2011
0.0%
2012
0.8%
2013
0.0%
2014
0.0%
2015
0.0%
2016
4.2%
2017
4.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
1.5%
2023
2.6%
2024

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