AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Emmanuel Duke

Examiner Emmanuel Duke appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 65.5%, they average 1.79 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.79
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-5290
Predicted Supervisor
F.F. Jules
Supervisor Phone
(571) 272-7075
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3740 - Thermal and Combustion Technology, Motive and Fluid Power Systems

Metrics

Applications Evaluated
1,145
Granted Applications
750
Non-Granted Applications
395
Avg OA / Grant
1.79
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3744 , 3763 , 3784
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 65.5% 1.79
Art Unit 62 35.3% 2.15
Group 447 58.2% 1.86
Tech Center 2,632 49.9% 2.01
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 21 3 14.3%
2009 60 20 33.3%
2010 52 23 44.2%
2011 60 18 30.0%
2012 42 12 28.6%
2013 69 38 55.1%
2014 69 47 68.1%
2015 73 55 75.3%
2016 86 64 74.4%
2017 82 66 80.5%
2018 75 56 74.7%
2019 79 64 81.0%
2020 74 60 81.1%
2021 59 50 84.7%
2022 67 59 88.1%
2023 63 50 79.4%
2024 41 39 95.1%
2025 50 26 52.0%
2026 23 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,134 0.8% 13.6% 78.7% 5.3%
2 538 0.2% 13.0% 76.8% 9.9%
3 231 0.0% 8.7% 84.8% 6.1%
4 130 0.0% 6.2% 84.6% 7.7%
5 61 0.0% 4.9% 86.9% 8.2%
6 35 0.0% 2.9% 91.4% 2.9%
7 15 0.0% 0.0% 100.0% 0.0%
8 5 0.0% 0.0% 100.0% 0.0%
9 1 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
0.0%
2009
0.0%
2010
0.0%
2011
0.6%
2012
0.0%
2013
0.0%
2014
1.6%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.8%
2020
2.5%
2021
0.0%
2022
0.0%
2023
5.3%
2024
1.4%
2025
0.0%
2026

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