AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Elizabeth A Gwartney

Examiner Elizabeth A Gwartney appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 31.7%, they average 2.90 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.90
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 270-3874
Predicted Supervisor
Duane Smith
Supervisor Phone
(571) 272-1166
Tech Center
1700 - Chemical and Materials Engineering
Group
1790 - Food, Analytical Chemistry, Sterilization, Biochemistry, Electrochemistry

Metrics

Applications Evaluated
717
Granted Applications
227
Non-Granted Applications
490
Avg OA / Grant
2.90
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1759 , 1781 , 1791 , 1794 , 1796
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 31.7% 2.90
Art Unit 39 21.3% 2.36
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% 2007 2008 2009 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
2007 1 0 0.0%
2008 2 0 0.0%
2009 8 2 25.0%
No observed data for 2010.
2011 34 13 38.2%
2012 61 26 42.6%
2013 52 15 28.8%
2014 44 12 27.3%
2015 54 17 31.5%
2016 46 19 41.3%
2017 52 15 28.8%
2018 37 15 40.5%
2019 44 8 18.2%
2020 42 11 26.2%
2021 36 18 50.0%
2022 33 19 57.6%
2023 39 20 51.3%
2024 37 13 35.1%
2025 60 4 6.7%
2026 35 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 698 2.6% 8.0% 76.5% 2.0%
2 502 1.0% 6.4% 83.1% 5.4%
3 306 2.3% 4.9% 81.7% 7.8%
4 209 1.9% 4.3% 77.5% 12.0%
5 127 0.0% 0.8% 85.8% 11.8%
6 85 0.0% 1.2% 81.2% 11.8%
7 48 2.1% 2.1% 77.1% 14.6%
8 26 0.0% 7.7% 76.9% 11.5%
9 13 0.0% 7.7% 92.3% 0.0%
10 12 0.0% 8.3% 91.7% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
7.1%
2009
0.0%
2010
2.0%
2011
2.4%
2012
1.9%
2013
3.8%
2014
4.2%
2015
2.5%
2016
1.3%
2017
0.0%
2018
0.7%
2019
1.4%
2020
1.8%
2021
0.9%
2022
0.0%
2023
0.9%
2024
0.8%
2025
0.0%
2026

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