AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marsha Tsay

Examiner Marsha Tsay appears to be about average relative to their peer examiners. Their lifetime grant ratio is 42.7%, they average 2.71 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.71
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-2938
Predicted Supervisor
Manjunath N. Rao
Supervisor Phone
(571) 272-0939
Tech Center
1600 - Biotechnology and Organic
Group
1650 - Enzymology, Microbiology, and Fermentation

Metrics

Applications Evaluated
888
Granted Applications
379
Non-Granted Applications
509
Avg OA / Grant
2.71
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1656
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 42.7% 2.71
Art Unit 27 48.1% 1.73
Group 207 41.1% 2.01
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 37 18 48.6%
2009 44 21 47.7%
2010 51 24 47.1%
2011 58 24 41.4%
2012 55 29 52.7%
2013 42 14 33.3%
2014 48 12 25.0%
2015 41 18 43.9%
2016 48 22 45.8%
2017 39 13 33.3%
2018 45 24 53.3%
2019 47 25 53.2%
2020 51 30 58.8%
2021 45 23 51.1%
2022 42 21 50.0%
2023 61 27 44.3%
2024 45 19 42.2%
2025 64 15 23.4%
2026 25 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 878 0.5% 5.1% 51.7% 4.0%
2 610 1.1% 3.9% 57.9% 5.2%
3 342 0.3% 1.8% 65.5% 5.8%
4 241 0.4% 1.2% 66.8% 3.3%
5 116 0.9% 0.9% 65.5% 5.2%
6 75 0.0% 1.3% 72.0% 1.3%
7 42 0.0% 0.0% 64.3% 7.1%
8 22 0.0% 0.0% 72.7% 0.0%
9 14 0.0% 0.0% 71.4% 7.1%
10 10 0.0% 0.0% 90.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.8%
2009
0.0%
2010
0.7%
2011
0.7%
2012
2.7%
2013
0.0%
2014
0.0%
2015
0.7%
2016
0.0%
2017
0.8%
2018
0.8%
2019
0.9%
2020
0.0%
2021
0.0%
2022
0.7%
2023
1.7%
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.