AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ann Lam

Examiner Ann Lam appears to be about average relative to their peer examiners. Their lifetime grant ratio is 65.1%, they average 2.19 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.19
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-0822
Predicted Supervisor
Bao-Thuy Nguyen
Supervisor Phone
(571) 272-0824
Tech Center
1600 - Biotechnology and Organic
Group
1670 - Virology and Related Immunology

Metrics

Applications Evaluated
677
Granted Applications
441
Non-Granted Applications
236
Avg OA / Grant
2.19
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1641 , 1677 , 1678
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 65.1% 2.19
Art Unit 28 44.8% 2.26
Group 80 29.9% 1.92
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 38 19 50.0%
2009 73 52 71.2%
2010 39 31 79.5%
2011 64 47 73.4%
2012 48 34 70.8%
2013 31 23 74.2%
2014 38 29 76.3%
2015 20 15 75.0%
2016 31 20 64.5%
2017 22 18 81.8%
2018 22 15 68.2%
2019 24 15 62.5%
2020 40 28 70.0%
2021 30 27 90.0%
2022 24 10 41.7%
2023 41 20 48.8%
2024 31 23 74.2%
2025 41 15 36.6%
2026 20 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 657 0.9% 9.1% 68.5% 11.0%
2 377 1.3% 4.2% 68.7% 10.3%
3 207 1.4% 3.9% 74.9% 10.6%
4 110 0.9% 5.5% 80.0% 8.2%
5 60 0.0% 5.0% 78.3% 10.0%
6 40 2.5% 0.0% 75.0% 17.5%
7 25 0.0% 0.0% 84.0% 16.0%
8 15 0.0% 0.0% 93.3% 6.7%
9 8 0.0% 0.0% 87.5% 0.0%
10 6 0.0% 0.0% 83.3% 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
0.0%
2014
0.0%
2015
1.6%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
2.0%
2022
1.9%
2023
4.1%
2024
10.0%
2025
9.5%
2026

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