AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ryan C Vaughn

Examiner Ryan C Vaughn appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.7%, they average 2.98 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.98
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 272-4849
Predicted Supervisor
Kamran Afshar
Supervisor Phone
(571) 272-7796
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2120 - Artificial Intelligence

Metrics

Applications Evaluated
277
Granted Applications
132
Non-Granted Applications
145
Avg OA / Grant
2.98
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2125
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.7% 2.98
Art Unit 31 47.5% 1.84
Group 316 48.6% 1.98
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2019; examiner may not yet have been active in the available dataset.
2019 17 8 47.1%
2020 41 23 56.1%
2021 39 24 61.5%
2022 33 26 78.8%
2023 42 23 54.8%
2024 31 17 54.8%
2025 47 11 23.4%
2026 27 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 241 4.6% 2.9% 68.5% 12.9%
2 205 27.3% 2.9% 52.2% 11.7%
3 145 22.8% 1.4% 57.2% 10.3%
4 93 22.6% 0.0% 59.1% 8.6%
5 48 18.8% 2.1% 70.8% 4.2%
6 25 12.0% 0.0% 64.0% 16.0%
7 13 7.7% 0.0% 76.9% 15.4%
8 9 22.2% 0.0% 66.7% 11.1%
9 6 16.7% 16.7% 66.7% 0.0%
10 6 33.3% 0.0% 50.0% 16.7%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
3.7%
2019
7.4%
2020
6.4%
2021
5.3%
2022
26.5%
2023
39.5%
2024
40.0%
2025
33.3%
2026

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