AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Stephanie K. Mummert

Examiner Stephanie K. Mummert appears to be about average relative to their peer examiners. Their lifetime grant ratio is 56.3%, they average 2.49 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 2.49
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-8503
Predicted Supervisor
Gary Benzion
Supervisor Phone
(571) 272-0782
Tech Center
1600 - Biotechnology and Organic
Group
1630 - Stem Cells and Nucleic Acid Related Therapy

Metrics

Applications Evaluated
782
Granted Applications
440
Non-Granted Applications
342
Avg OA / Grant
2.49
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1637 , 1681
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 56.3% 2.49
Art Unit 33 41.9% 2.09
Group 243 38.4% 2.18
Tech Center 1,349 39.5% 2.02
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 26 3 11.5%
2009 45 16 35.6%
2010 42 15 35.7%
2011 39 19 48.7%
2012 45 14 31.1%
2013 41 11 26.8%
2014 44 27 61.4%
2015 51 38 74.5%
2016 42 31 73.8%
2017 36 18 50.0%
2018 63 43 68.3%
2019 50 39 78.0%
2020 58 48 82.8%
2021 39 34 87.2%
2022 24 20 83.3%
2023 42 28 66.7%
2024 36 23 63.9%
2025 43 13 30.2%
2026 16 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 769 0.8% 20.9% 69.6% 3.1%
2 501 0.4% 12.0% 77.8% 3.6%
3 288 0.7% 9.0% 80.6% 2.4%
4 166 2.4% 6.0% 84.3% 3.0%
5 88 1.1% 9.1% 84.1% 2.3%
6 54 3.7% 5.6% 85.2% 3.7%
7 30 0.0% 6.7% 90.0% 0.0%
8 13 0.0% 0.0% 92.3% 7.7%
9 7 0.0% 14.3% 85.7% 0.0%
10 1 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
0.0%
2012
0.0%
2013
2.8%
2014
6.3%
2015
2.2%
2016
1.0%
2017
1.8%
2018
0.0%
2019
1.6%
2020
0.0%
2021
1.4%
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.