AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Elizabeth M. Cole

Examiner Elizabeth M. Cole appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 30.1%, they average 3.51 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 3.51
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 272-1475
Predicted Supervisor
Marla Mcconnell
Supervisor Phone
(571) 270-7692
Tech Center
1700 - Chemical and Materials Engineering
Group
1780 - Miscellaneous Articles, Stock Material, Adhesive Composition, Fabrics

Metrics

Applications Evaluated
1,004
Granted Applications
302
Non-Granted Applications
702
Avg OA / Grant
3.51
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1782 , 1789 , 1794 , 1798
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 30.1% 3.51
Art Unit 23 25.0% 3.00
Group 186 42.4% 2.73
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 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
2007 27 2 7.4%
2008 56 4 7.1%
2009 57 15 26.3%
2010 72 17 23.6%
2011 48 8 16.7%
2012 60 20 33.3%
2013 59 19 32.2%
2014 63 25 39.7%
2015 47 17 36.2%
2016 39 8 20.5%
2017 39 19 48.7%
2018 42 15 35.7%
2019 46 19 41.3%
2020 40 16 40.0%
2021 38 17 44.7%
2022 46 22 47.8%
2023 57 26 45.6%
2024 47 22 46.8%
2025 83 11 13.3%
2026 38 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 991 0.1% 4.8% 84.6% 2.8%
2 748 0.0% 3.6% 88.4% 3.1%
3 480 0.0% 3.8% 85.8% 4.8%
4 326 0.0% 1.8% 86.5% 6.7%
5 199 0.0% 1.5% 84.9% 8.5%
6 125 0.0% 2.4% 81.6% 12.8%
7 71 0.0% 1.4% 84.5% 7.0%
8 49 0.0% 0.0% 79.6% 12.2%
9 29 0.0% 0.0% 89.7% 10.3%
10 20 0.0% 0.0% 90.0% 10.0%

§ 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
0.5%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
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.