AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Diallo I. Duniver

Appears inactive Last observed office action: June 2022 (45 months ago).

Examiner Diallo I. Duniver appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 45.6%, they average 3.99 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 3.99
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Examiner Details

Observed Examiner Years
12 years (2011-2022)
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3740 - Thermal and Combustion Technology, Motive and Fluid Power Systems

Metrics

Applications Evaluated
333
Granted Applications
152
Non-Granted Applications
181
Avg OA / Grant
3.99
Last OA Observed
June 2022 (45 months ago)
Art Units Seen
3742 , 3761
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 45.6% 3.99
Art Unit 39 52.8% 2.19
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% 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022
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 2011; examiner may not yet have been active in the available dataset.
2011 11 5 45.5%
2012 30 1 3.3%
2013 28 12 42.9%
2014 31 16 51.6%
2015 25 6 24.0%
2016 24 7 29.2%
2017 35 7 20.0%
2018 37 24 64.9%
2019 37 25 67.6%
2020 37 26 70.3%
2021 14 7 50.0%
2022 24 16 66.7%
No observed data after 2022; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 358 0.0% 5.6% 93.3% 0.8%
2 275 0.0% 7.6% 87.6% 4.7%
3 183 0.0% 6.6% 90.2% 3.3%
4 144 0.0% 6.9% 89.6% 3.5%
5 82 0.0% 6.1% 87.8% 6.1%
6 56 0.0% 3.6% 83.9% 10.7%
7 36 0.0% 0.0% 88.9% 11.1%
8 25 0.0% 0.0% 96.0% 4.0%
9 14 0.0% 7.1% 85.7% 7.1%
10 10 0.0% 0.0% 90.0% 10.0%