AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Daniel R Miller

Examiner Daniel R Miller appears to be about average relative to their peer examiners. Their lifetime grant ratio is 60.3%, they average 1.83 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 Easy
Average OA / Grant 1.83
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(571) 272-7116
Predicted Supervisor
Lisa Caputo
Supervisor Phone
(571) 272-2388
Tech Center
2800 - Semiconductors, Electrical and Optical Systems and Components
Group
2860 - Printing / Measuring and Testing

Metrics

Applications Evaluated
179
Granted Applications
108
Non-Granted Applications
71
Avg OA / Grant
1.83
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2857 , 2863
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 60.3% 1.83
Art Unit 44 58.3% 1.73
Group 133 67.4% 1.82
Tech Center 2,370 64.7% 1.69
USPTO 16,116 54.8% 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 13 11 84.6%
2022 37 31 83.8%
2023 43 33 76.7%
2024 28 23 82.1%
2025 43 10 23.3%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 176 2.8% 5.1% 72.2% 19.3%
2 83 12.0% 1.2% 85.5% 0.0%
3 35 5.7% 2.9% 82.9% 8.6%
4 16 6.3% 0.0% 87.5% 6.3%
5 3 0.0% 0.0% 66.7% 33.3%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2021
3.1%
2022
0.0%
2023
5.3%
2024
13.7%
2025
20.0%
2026

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