AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ashford S. Hayles

Examiner Ashford S. Hayles appears to be about average relative to their peer examiners. Their lifetime grant ratio is 61.2%, they average 2.26 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.26
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 270-5106
Predicted Supervisor
Fahd Obeid
Supervisor Phone
(571) 270-3324
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
565
Granted Applications
346
Non-Granted Applications
219
Avg OA / Grant
2.26
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3627 , 3687
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 61.2% 2.26
Art Unit 31 33.3% 2.52
Group 288 29.2% 2.79
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% 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 2 0 0.0%
2008 24 2 8.3%
2009 25 12 48.0%
2010 20 16 80.0%
2011 32 19 59.4%
2012 16 7 43.8%
2013 21 11 52.4%
2014 25 14 56.0%
2015 45 21 46.7%
2016 40 24 60.0%
2017 29 23 79.3%
2018 33 25 75.8%
2019 37 30 81.1%
2020 28 21 75.0%
2021 31 24 77.4%
2022 24 18 75.0%
2023 34 31 91.2%
2024 45 37 82.2%
2025 39 11 28.2%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 559 5.5% 4.7% 86.6% 0.9%
2 299 5.7% 4.0% 87.6% 0.7%
3 156 6.4% 1.3% 90.4% 0.6%
4 95 7.4% 0.0% 91.6% 0.0%
5 66 15.2% 0.0% 84.8% 0.0%
6 41 19.5% 0.0% 80.5% 0.0%
7 23 13.0% 0.0% 82.6% 0.0%
8 15 26.7% 0.0% 73.3% 0.0%
9 10 20.0% 0.0% 80.0% 0.0%
10 7 14.3% 0.0% 85.7% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
1.3%
2009
0.0%
2010
3.0%
2011
0.0%
2012
1.2%
2013
19.3%
2014
21.3%
2015
11.5%
2016
4.3%
2017
10.3%
2018
5.4%
2019
7.5%
2020
5.4%
2021
3.7%
2022
1.9%
2023
14.8%
2024
6.2%
2025
20.0%
2026

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