AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner James A Linford

Examiner James A Linford appears to be about average relative to their peer examiners. Their lifetime grant ratio is 60.5%, they average 2.06 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 Easy
Difficulty vs USPTO About Average
Average OA / Grant 2.06
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Examiner Details

Observed Examiner Years
16 years (2011-2026)
Phone
(571) 270-3066
Predicted Supervisor
Matthew Troutman
Supervisor Phone
(571) 270-3654
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3670 - Wells, Earth Boring/Moving, Mining, Harvesters, Bridges, Roads, Petroleum

Metrics

Applications Evaluated
784
Granted Applications
474
Non-Granted Applications
310
Avg OA / Grant
2.06
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3679
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 60.5% 2.06
Art Unit 26 58.7% 1.96
Group 235 60.7% 1.84
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% 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 2011; examiner may not yet have been active in the available dataset.
2011 12 1 8.3%
2012 35 7 20.0%
2013 40 11 27.5%
2014 53 28 52.8%
2015 55 28 50.9%
2016 63 38 60.3%
2017 62 40 64.5%
2018 48 34 70.8%
2019 70 46 65.7%
2020 54 39 72.2%
2021 48 37 77.1%
2022 44 36 81.8%
2023 62 55 88.7%
2024 64 53 82.8%
2025 56 21 37.5%
2026 18 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 784 0.0% 24.0% 71.0% 4.1%
2 449 0.2% 13.8% 83.3% 2.0%
3 214 0.0% 9.3% 87.4% 2.8%
4 112 0.0% 7.1% 92.9% 0.0%
5 55 0.0% 5.5% 92.7% 1.8%
6 28 0.0% 3.6% 89.3% 7.1%
7 10 0.0% 10.0% 90.0% 0.0%
8 4 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
25.0%
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
0.0%
2025
0.0%
2026

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