AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael Le

Examiner Michael Le appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.6%, they average 3.34 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 Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.34
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-7970
Predicted Supervisor
Tony Mahmoudi
Supervisor Phone
(571) 272-4078
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2160 - Databases and File Management

Metrics

Applications Evaluated
424
Granted Applications
202
Non-Granted Applications
222
Avg OA / Grant
3.34
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2163
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.6% 3.34
Art Unit 20 63.2% 2.42
Group 193 61.2% 2.52
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% 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 19 8 42.1%
2009 30 22 73.3%
2010 16 10 62.5%
2011 28 20 71.4%
2012 13 4 30.8%
2013 18 5 27.8%
2014 21 11 52.4%
2015 28 16 57.1%
2016 23 11 47.8%
2017 12 3 25.0%
2018 28 18 64.3%
2019 24 14 58.3%
2020 27 17 63.0%
2021 25 13 52.0%
2022 18 10 55.6%
2023 23 8 34.8%
2024 26 6 23.1%
2025 32 6 18.8%
2026 13 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 419 2.4% 14.6% 69.0% 4.3%
2 323 1.9% 13.6% 83.3% 0.6%
3 255 0.8% 7.8% 89.0% 2.0%
4 190 1.1% 2.1% 95.3% 1.1%
5 117 0.0% 2.6% 95.7% 0.0%
6 91 3.3% 4.4% 91.2% 0.0%
7 45 0.0% 4.4% 93.3% 0.0%
8 32 3.1% 0.0% 90.6% 6.3%
9 18 11.1% 0.0% 83.3% 5.6%
10 11 9.1% 0.0% 90.9% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
6.6%
2008
1.1%
2009
0.0%
2010
1.6%
2011
0.0%
2012
0.0%
2013
0.0%
2014
1.1%
2015
0.0%
2016
0.0%
2017
4.9%
2018
0.0%
2019
1.0%
2020
0.0%
2021
1.2%
2022
2.0%
2023
4.3%
2024
8.1%
2025
7.7%
2026

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