AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Madison R Hughes

Examiner Madison R Hughes appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 50.0%, they average 2.45 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.45
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(571) 272-7205
Predicted Supervisor
Aniss Chad
Supervisor Phone
(571) 270-3832
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3660 - VCaR - Robot Control, Vehicle Navigation and Data Processing: Vehicles and Relative Location

Metrics

Applications Evaluated
220
Granted Applications
110
Non-Granted Applications
110
Avg OA / Grant
2.45
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
3662
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 50.0% 2.45
Art Unit 50 55.8% 1.96
Group 455 54.8% 1.86
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2021; examiner may not yet have been active in the available dataset.
2021 30 12 40.0%
2022 33 20 60.6%
2023 36 25 69.4%
2024 41 28 68.3%
2025 45 25 55.6%
2026 35 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 212 6.1% 6.6% 82.5% 4.7%
2 148 4.7% 0.7% 93.2% 1.4%
3 80 5.0% 1.3% 92.5% 0.0%
4 41 4.9% 2.4% 92.7% 0.0%
5 13 7.7% 0.0% 92.3% 0.0%
6 1 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2020
2.9%
2021
2.2%
2022
3.8%
2023
8.9%
2024
9.3%
2025
6.7%
2026

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