AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Daniel Emerson Miller

Examiner Daniel Emerson Miller appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 29.9%, they average 2.54 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 Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.54
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(408) 918-7548
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2140 - Artificial Intelligence

Metrics

Applications Evaluated
87
Granted Applications
26
Non-Granted Applications
61
Avg OA / Grant
2.54
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2129 , 2146 , 2148 , 2187
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 29.9% 2.54
Art Unit 16 32.7% 1.97
Group 158 37.3% 2.41
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% 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 5 38.5%
2022 15 8 53.3%
2023 13 5 38.5%
2024 20 8 40.0%
2025 19 0 0.0%
2026 7 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 87 2.3% 12.6% 81.6% 3.4%
2 56 1.8% 5.4% 91.1% 0.0%
3 35 0.0% 8.6% 91.4% 0.0%
4 27 0.0% 0.0% 92.6% 3.7%
5 11 0.0% 0.0% 100.0% 0.0%
6 7 0.0% 0.0% 100.0% 0.0%
7 3 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2020
5.4%
2021
1.7%
2022
0.0%
2023
0.0%
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.