AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kara R. Mcmillian

Examiner Kara R. Mcmillian appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 28.1%, they average 2.69 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 2.69
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-5236
Predicted Supervisor
Adam C. Milligan
Supervisor Phone
(571) 270-7674
Tech Center
1600 - Biotechnology and Organic
Group
1620 - Biomedicinal Chemistry

Metrics

Applications Evaluated
1,000
Granted Applications
281
Non-Granted Applications
719
Avg OA / Grant
2.69
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1617 , 1622 , 1623 , 1627
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 28.1% 2.69
Art Unit 28 38.5% 1.93
Group 248 48.3% 1.76
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 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 36 5 13.9%
2009 50 8 16.0%
2010 53 15 28.3%
2011 50 12 24.0%
2012 61 18 29.5%
2013 69 18 26.1%
2014 77 23 29.9%
2015 56 17 30.4%
2016 54 7 13.0%
2017 26 11 42.3%
2018 55 21 38.2%
2019 49 7 14.3%
2020 53 14 26.4%
2021 58 29 50.0%
2022 54 24 44.4%
2023 50 21 42.0%
2024 51 22 43.1%
2025 76 9 11.8%
2026 22 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 962 0.5% 7.5% 83.1% 6.2%
2 676 0.6% 4.3% 84.3% 6.2%
3 336 0.3% 3.6% 87.2% 5.7%
4 208 0.0% 4.8% 85.6% 7.7%
5 108 0.0% 6.5% 88.0% 4.6%
6 63 1.6% 6.3% 88.9% 3.2%
7 37 2.7% 5.4% 89.2% 2.7%
8 21 4.8% 0.0% 85.7% 4.8%
9 13 0.0% 0.0% 92.3% 7.7%
10 9 0.0% 11.1% 77.8% 11.1%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
1.2%
2008
0.8%
2009
0.0%
2010
0.8%
2011
0.7%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
1.6%
2022
4.5%
2023
0.8%
2024
0.8%
2025
0.0%
2026

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