AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Grace Doyle

Examiner Grace Doyle appears to be more difficult than most of their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 91.0%, they average 1.24 office actions per granted patent, and their rejection profile is dominated by §112 and elevated §112 usage.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Easy
Average OA / Grant 1.24
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Examiner Details

Observed Examiner Years
5 years (2022-2026)
Phone
(571) 272-9605
Predicted Supervisor
Dana K. Weiland
Supervisor Phone
(571) 270-0253
Tech Center
2900 - Designs
Group
2900-WG - 2900-WG

Metrics

Applications Evaluated
144
Granted Applications
131
Non-Granted Applications
13
Avg OA / Grant
1.24
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2914
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 91.0% 1.24
Art Unit 29 95.5% 1.22
Group 461 95.1% 1.19
Tech Center 486 94.9% 1.20
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2022; examiner may not yet have been active in the available dataset.
2022 18 17 94.4%
2023 63 62 98.4%
2024 50 45 90.0%
2025 10 7 70.0%
2026 3 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 143 0.0% 13.3% 4.9% 81.8%
2 31 0.0% 12.9% 3.2% 83.9%