AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ashley Shivers

Examiner Ashley Shivers appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 83.8%, 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 About Average
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.95
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 270-3523
Predicted Supervisor
Chirag Shah
Supervisor Phone
(571) 272-3144
Tech Center
2400 - Computer Networks, Multiplex, Cable and Cryptography/Security
Group
2470 - Multiplex and VoIP

Metrics

Applications Evaluated
624
Granted Applications
523
Non-Granted Applications
101
Avg OA / Grant
1.95
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2419 , 2477 , 2619
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 83.8% 1.95
Art Unit 21 67.8% 2.23
Group 203 65.0% 1.93
Tech Center 1,727 60.4% 2.14
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 19 17 89.5%
2009 42 28 66.7%
2010 36 29 80.6%
2011 29 22 75.9%
2012 42 35 83.3%
2013 28 22 78.6%
2014 45 42 93.3%
2015 42 38 90.5%
2016 47 45 95.7%
2017 43 38 88.4%
2018 37 32 86.5%
2019 34 32 94.1%
2020 36 33 91.7%
2021 18 17 94.4%
2022 34 30 88.2%
2023 25 24 96.0%
2024 35 30 85.7%
2025 17 9 52.9%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 627 2.6% 11.2% 77.8% 2.4%
2 283 1.4% 6.4% 89.0% 2.1%
3 146 0.7% 3.4% 93.2% 1.4%
4 79 0.0% 1.3% 96.2% 1.3%
5 40 0.0% 2.5% 95.0% 0.0%
6 20 0.0% 0.0% 100.0% 0.0%
7 10 0.0% 0.0% 100.0% 0.0%
8 5 0.0% 0.0% 100.0% 0.0%
9 3 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%
2007
0.0%
2008
3.1%
2009
0.9%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
1.7%
2015
7.2%
2016
4.5%
2017
1.4%
2018
0.0%
2019
1.7%
2020
3.8%
2021
2.0%
2022
5.4%
2023
4.7%
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.