AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Paul Mills

Examiner Paul Mills appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 48.8%, they average 2.65 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 2.65
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-5482
Predicted Supervisor
Emerson Puente
Supervisor Phone
(571) 272-3652
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2190 - Inter-process Communications and Software Development

Metrics

Applications Evaluated
371
Granted Applications
181
Non-Granted Applications
190
Avg OA / Grant
2.65
Last OA Observed
March 2026 (1 months ago)
Art Units Seen
2193 , 2196
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 48.8% 2.65
Art Unit 23 54.9% 2.10
Group 221 57.3% 2.03
Tech Center 1,706 55.9% 2.19
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 1 0 0.0%
2009 17 10 58.8%
2010 19 12 63.2%
2011 19 8 42.1%
2012 22 8 36.4%
2013 19 11 57.9%
2014 22 13 59.1%
2015 20 11 55.0%
2016 27 10 37.0%
2017 16 7 43.8%
2018 18 10 55.6%
2019 22 10 45.5%
2020 21 13 61.9%
2021 20 11 55.0%
2022 23 13 56.5%
2023 23 16 69.6%
2024 22 10 45.5%
2025 30 8 26.7%
2026 10 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 364 0.5% 4.9% 88.2% 4.4%
2 272 1.8% 3.3% 86.0% 8.1%
3 166 0.6% 1.2% 89.2% 9.0%
4 117 0.9% 0.0% 90.6% 8.5%
5 46 2.2% 0.0% 87.0% 10.9%
6 27 0.0% 0.0% 92.6% 7.4%
7 15 0.0% 0.0% 100.0% 0.0%
8 8 0.0% 0.0% 100.0% 0.0%
9 3 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
1.5%
2012
2.9%
2013
3.3%
2014
3.2%
2015
0.0%
2016
0.0%
2017
2.9%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
1.9%
2025
0.0%
2026

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