AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Patricia A. Duffy

Examiner Patricia A. Duffy appears to be about average relative to their peer examiners. Their lifetime grant ratio is 51.6%, they average 2.33 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.33
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-0855
Predicted Supervisor
Daniel Kolker
Supervisor Phone
(571) 272-0857
Tech Center
1600 - Biotechnology and Organic
Group
1640 - Immunology

Metrics

Applications Evaluated
599
Granted Applications
309
Non-Granted Applications
290
Avg OA / Grant
2.33
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1645
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 51.6% 2.33
Art Unit 26 47.8% 2.04
Group 223 44.8% 1.94
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 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 43 12 27.9%
2009 54 26 48.1%
2010 55 39 70.9%
2011 39 18 46.2%
2012 32 21 65.6%
2013 53 23 43.4%
2014 48 26 54.2%
2015 26 11 42.3%
2016 37 18 48.6%
2017 24 13 54.2%
2018 24 11 45.8%
2019 36 16 44.4%
2020 29 20 69.0%
2021 47 32 68.1%
2022 21 15 71.4%
2023 8 8 100.0%
No observed data for 2024.
2025 2 0 0.0%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 616 1.1% 22.1% 54.9% 19.6%
2 411 1.2% 9.7% 41.8% 43.1%
3 166 3.0% 13.3% 43.4% 38.0%
4 73 4.1% 9.6% 26.0% 54.8%
5 29 6.9% 10.3% 48.3% 34.5%
6 15 6.7% 6.7% 26.7% 60.0%
7 7 0.0% 0.0% 57.1% 28.6%
8 2 0.0% 0.0% 50.0% 50.0%
9 2 0.0% 0.0% 50.0% 50.0%
10 2 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
1.1%
2008
0.7%
2009
0.7%
2010
0.0%
2011
2.0%
2012
1.8%
2013
6.6%
2014
3.4%
2015
4.4%
2016
0.0%
2017
0.0%
2018
0.0%
2019
2.6%
2020
0.0%
2021
2.0%
2022
0.0%
2023
0.0%
2025
9.5%
2026

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