AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Luke F Hall

Examiner Luke F Hall appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 41.3%, they average 2.08 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.08
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 272-5996
Predicted Supervisor
Justin Mikowski
Supervisor Phone
(571) 272-8525
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
286
Granted Applications
118
Non-Granted Applications
168
Avg OA / Grant
2.08
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1632 , 3673
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 41.3% 2.08
Art Unit 32 54.0% 1.84
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% 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 16 5 31.3%
2020 36 16 44.4%
2021 32 19 59.4%
2022 43 18 41.9%
2023 42 25 59.5%
2024 40 24 60.0%
2025 54 11 20.4%
2026 23 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 286 0.0% 14.7% 76.6% 2.4%
2 164 0.0% 15.2% 75.0% 5.5%
3 67 0.0% 7.5% 86.6% 6.0%
4 30 0.0% 6.7% 86.7% 6.7%
5 8 0.0% 0.0% 100.0% 0.0%
6 5 0.0% 0.0% 80.0% 20.0%
7 2 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 0.0% 100.0%