AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Tammy Lee

Examiner Tammy Lee appears to be about average relative to their peer examiners. Their lifetime grant ratio is 80.4%, they average 2.40 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 2.40
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Examiner Details

Observed Examiner Years
18 years (2009-2026)
Phone
(571) 270-7773
Predicted Supervisor
Meng-Ai An
Supervisor Phone
(571) 272-3756
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2190 - Inter-process Communications and Software Development

Metrics

Applications Evaluated
443
Granted Applications
356
Non-Granted Applications
87
Avg OA / Grant
2.40
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2195
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 80.4% 2.40
Art Unit 34 56.8% 2.03
Group 221 57.3% 2.03
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2009; examiner may not yet have been active in the available dataset.
2009 23 18 78.3%
2010 24 15 62.5%
2011 28 21 75.0%
2012 42 32 76.2%
2013 31 26 83.9%
2014 40 35 87.5%
2015 28 24 85.7%
2016 30 26 86.7%
2017 29 26 89.7%
2018 24 21 87.5%
2019 10 8 80.0%
2020 21 17 81.0%
2021 17 17 100.0%
2022 16 15 93.8%
2023 25 22 88.0%
2024 24 23 95.8%
2025 25 10 40.0%
2026 6 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 443 1.4% 1.8% 78.8% 12.6%
2 294 2.4% 0.7% 82.0% 12.6%
3 158 2.5% 0.0% 84.8% 10.8%
4 87 1.1% 0.0% 86.2% 9.2%
5 38 0.0% 0.0% 92.1% 5.3%
6 21 0.0% 0.0% 81.0% 14.3%
7 10 0.0% 0.0% 80.0% 10.0%
8 4 0.0% 0.0% 75.0% 0.0%
9 2 0.0% 0.0% 100.0% 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
1.6%
2009
0.0%
2010
1.1%
2011
4.7%
2012
1.0%
2013
1.3%
2014
5.6%
2015
0.0%
2016
0.0%
2017
6.7%
2018
6.9%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
2.1%
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.