AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Fernando Ayala

Examiner Fernando Ayala appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 46.9%, they average 3.10 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.10
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 270-5336
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3720 - Manufacturing Devices and Processes, Machine Tools and Hand Tools

Metrics

Applications Evaluated
531
Granted Applications
249
Non-Granted Applications
282
Avg OA / Grant
3.10
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3724
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 46.9% 3.10
Art Unit 31 42.0% 2.15
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% 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 2012; examiner may not yet have been active in the available dataset.
2012 17 5 29.4%
2013 29 7 24.1%
2014 30 12 40.0%
2015 25 9 36.0%
2016 30 18 60.0%
2017 36 21 58.3%
2018 44 29 65.9%
2019 48 26 54.2%
2020 42 25 59.5%
2021 43 31 72.1%
2022 38 24 63.2%
2023 27 11 40.7%
2024 35 18 51.4%
2025 53 13 24.5%
2026 34 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 530 0.0% 8.3% 85.5% 4.7%
2 353 0.0% 22.7% 62.9% 13.6%
3 215 0.0% 16.3% 70.2% 11.6%
4 150 0.0% 22.0% 68.0% 9.3%
5 92 0.0% 16.3% 79.3% 4.3%
6 62 0.0% 14.5% 75.8% 8.1%
7 38 2.6% 7.9% 78.9% 7.9%
8 23 0.0% 8.7% 69.6% 17.4%
9 16 0.0% 6.3% 62.5% 25.0%
10 8 0.0% 0.0% 75.0% 12.5%

§ 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
0.0%
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
0.0%
2022
0.0%
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.