AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Darren W. Ark

Examiner Darren W. Ark appears to be about average relative to their peer examiners. Their lifetime grant ratio is 54.0%, they average 1.95 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Hard
Difficulty vs TC Very Easy
Difficulty vs USPTO About Average
Average OA / Grant 1.95
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-6885
Predicted Supervisor
Kimberly Berona
Supervisor Phone
(571) 272-6909
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3640 - Aeronautics, Agriculture, Weaponry, Nuclear Systems, Licensing and Review

Metrics

Applications Evaluated
1,455
Granted Applications
785
Non-Granted Applications
670
Avg OA / Grant
1.95
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3643 , 3647
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 54.0% 1.95
Art Unit 29 42.4% 2.10
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 88 49 55.7%
2009 120 65 54.2%
2010 90 46 51.1%
2011 88 44 50.0%
2012 87 54 62.1%
2013 97 61 62.9%
2014 77 54 70.1%
2015 75 41 54.7%
2016 92 54 58.7%
2017 81 47 58.0%
2018 75 38 50.7%
2019 72 35 48.6%
2020 69 42 60.9%
2021 65 46 70.8%
2022 57 30 52.6%
2023 63 29 46.0%
2024 62 36 58.1%
2025 64 14 21.9%
2026 33 0 0.0%

785 family-cache-validated grants; 1 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,440 0.1% 12.2% 71.4% 15.7%
2 771 0.1% 10.4% 71.1% 17.1%
3 288 0.0% 9.0% 75.0% 14.9%
4 144 0.0% 9.7% 76.4% 13.9%
5 49 0.0% 0.0% 89.8% 10.2%
6 22 0.0% 0.0% 77.3% 22.7%
7 11 0.0% 0.0% 90.9% 9.1%
8 6 0.0% 0.0% 100.0% 0.0%
9 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%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
1.4%
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.