AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Shay Lynn Karls

Examiner Shay Lynn Karls appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 65.6%, they average 1.57 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 1.57
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 272-1268
Predicted Supervisor
Monica Carter
Supervisor Phone
(571) 272-4475
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3720 - Manufacturing Devices and Processes, Machine Tools and Hand Tools

Metrics

Applications Evaluated
1,347
Granted Applications
884
Non-Granted Applications
463
Avg OA / Grant
1.57
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3723
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 65.6% 1.57
Art Unit 80 49.1% 1.69
Group 306 53.9% 1.76
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% 2007 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
2007 16 9 56.3%
2008 55 20 36.4%
2009 96 49 51.0%
2010 80 49 61.3%
2011 70 44 62.9%
2012 82 50 61.0%
2013 75 60 80.0%
2014 76 54 71.1%
2015 73 55 75.3%
2016 74 54 73.0%
2017 61 39 63.9%
2018 68 50 73.5%
2019 60 50 83.3%
2020 65 52 80.0%
2021 68 50 73.5%
2022 71 57 80.3%
2023 74 54 73.0%
2024 69 54 78.3%
2025 83 34 41.0%
2026 31 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,339 0.9% 4.0% 79.5% 3.6%
2 491 0.2% 3.1% 85.1% 1.6%
3 137 0.0% 2.2% 91.2% 2.9%
4 51 0.0% 2.0% 88.2% 2.0%
5 14 0.0% 0.0% 71.4% 0.0%
6 9 0.0% 0.0% 88.9% 0.0%
7 4 0.0% 0.0% 100.0% 0.0%
8 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%
2007
1.4%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.8%
2012
0.9%
2013
0.0%
2014
3.7%
2015
0.0%
2016
1.1%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.9%
2023
2.9%
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.