AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Stacy Warren

Examiner Stacy Warren appears to be about average relative to their peer examiners. Their lifetime grant ratio is 56.7%, they average 2.18 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.18
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 270-7515
Predicted Supervisor
Amber Anderson
Supervisor Phone
(571) 270-5281
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3670 - Wells, Earth Boring/Moving, Mining, Harvesters, Bridges, Roads, Petroleum

Metrics

Applications Evaluated
494
Granted Applications
280
Non-Granted Applications
214
Avg OA / Grant
2.18
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3674 , 3678
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 56.7% 2.18
Art Unit 17 60.5% 1.98
Group 235 60.7% 1.84
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2012; examiner may not yet have been active in the available dataset.
2012 15 8 53.3%
2013 35 17 48.6%
2014 43 20 46.5%
2015 41 21 51.2%
2016 42 22 52.4%
2017 34 24 70.6%
2018 47 31 66.0%
2019 23 16 69.6%
2020 20 15 75.0%
2021 32 26 81.3%
2022 11 8 72.7%
2023 37 26 70.3%
2024 44 29 65.9%
2025 50 17 34.0%
2026 20 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 494 0.0% 7.5% 70.4% 21.3%
2 284 0.0% 4.9% 83.1% 11.6%
3 150 0.0% 5.3% 87.3% 7.3%
4 86 0.0% 3.5% 88.4% 8.1%
5 38 0.0% 5.3% 81.6% 10.5%
6 26 0.0% 0.0% 84.6% 15.4%
7 10 0.0% 0.0% 80.0% 20.0%
8 6 0.0% 0.0% 83.3% 16.7%