AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner David L Miller

Examiner David L Miller appears to be about average relative to their peer examiners. Their lifetime grant ratio is 56.8%, they average 2.53 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 About Average
Average OA / Grant 2.53
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 270-1297
Predicted Supervisor
Joseph Del Sole
Supervisor Phone
(571) 272-1130
Tech Center
1700 - Chemical and Materials Engineering
Group
1760 - Organic Chemistry, Polymers, Compositions

Metrics

Applications Evaluated
512
Granted Applications
291
Non-Granted Applications
221
Avg OA / Grant
2.53
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1763
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 56.8% 2.53
Art Unit 17 60.1% 2.12
Group 163 54.4% 2.03
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2012; examiner may not yet have been active in the available dataset.
2012 6 4 66.7%
2013 42 28 66.7%
2014 43 26 60.5%
2015 34 21 61.8%
2016 43 25 58.1%
2017 26 19 73.1%
2018 31 16 51.6%
2019 43 24 55.8%
2020 45 23 51.1%
2021 38 29 76.3%
2022 31 19 61.3%
2023 33 19 57.6%
2024 28 19 67.9%
2025 54 19 35.2%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 508 0.2% 6.5% 56.5% 12.4%
2 364 0.0% 4.7% 71.4% 12.4%
3 187 0.0% 4.3% 75.4% 12.8%
4 126 0.0% 7.9% 66.7% 18.3%
5 53 0.0% 7.5% 77.4% 9.4%
6 28 0.0% 7.1% 71.4% 14.3%
7 13 0.0% 0.0% 69.2% 15.4%
8 5 0.0% 0.0% 60.0% 40.0%
9 3 0.0% 0.0% 66.7% 0.0%
10 2 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
0.0%
2012
0.0%
2013
0.0%
2014
1.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
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.