AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kristen C. Hayes

Examiner Kristen C. Hayes appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 65.3%, they average 1.65 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.65
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-3093
Predicted Supervisor
Michener Joshua
Supervisor Phone
(571) 272-1467
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3640 - Aeronautics, Agriculture, Weaponry, Nuclear Systems, Licensing and Review

Metrics

Applications Evaluated
1,302
Granted Applications
850
Non-Granted Applications
452
Avg OA / Grant
1.65
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3642 , 3643 , 3647
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 65.3% 1.65
Art Unit 20 54.8% 1.86
Group 269 56.4% 1.75
Tech Center 2,337 48.0% 2.11
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 66 10 15.2%
2009 78 41 52.6%
2010 74 45 60.8%
2011 80 52 65.0%
2012 77 58 75.3%
2013 67 50 74.6%
2014 65 46 70.8%
2015 64 53 82.8%
2016 62 47 75.8%
2017 64 44 68.8%
2018 91 65 71.4%
2019 78 62 79.5%
2020 61 50 82.0%
2021 69 51 73.9%
2022 61 52 85.2%
2023 64 43 67.2%
2024 72 56 77.8%
2025 83 25 30.1%
2026 26 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,300 1.1% 23.6% 44.4% 26.5%
2 487 0.2% 18.1% 48.0% 28.7%
3 160 0.0% 15.0% 53.8% 28.8%
4 75 0.0% 9.3% 57.3% 29.3%
5 28 0.0% 7.1% 67.9% 14.3%
6 17 0.0% 0.0% 52.9% 41.2%
7 7 0.0% 0.0% 71.4% 28.6%
8 4 0.0% 0.0% 75.0% 25.0%
9 4 0.0% 0.0% 50.0% 50.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.8%
2010
0.7%
2011
0.0%
2012
0.0%
2013
1.1%
2014
1.1%
2015
2.0%
2016
0.0%
2017
0.0%
2018
0.9%
2019
1.2%
2020
1.1%
2021
1.3%
2022
4.4%
2023
0.0%
2024
0.9%
2025
0.0%
2026

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