AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Mary Byram

Examiner Mary Byram appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 44.9%, they average 2.59 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 2.59
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Examiner Details

Observed Examiner Years
7 years (2020-2026)
Phone
(571) 272-0690
Predicted Supervisor
Ula Ruddock
Supervisor Phone
(571) 272-1481
Tech Center
1700 - Chemical and Materials Engineering
Group
1720 - Fuel Cells, Batteries, Solar Cells, Liquid Crystal Composition

Metrics

Applications Evaluated
234
Granted Applications
105
Non-Granted Applications
129
Avg OA / Grant
2.59
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
1729
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 44.9% 2.59
Art Unit 26 45.0% 2.45
Group 256 48.0% 2.20
Tech Center 1,762 45.4% 2.14
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2020; examiner may not yet have been active in the available dataset.
2020 6 4 66.7%
2021 27 18 66.7%
2022 28 16 57.1%
2023 40 21 52.5%
2024 37 33 89.2%
2025 46 13 28.3%
2026 50 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 222 0.0% 4.1% 91.9% 0.5%
2 173 0.0% 1.7% 91.3% 3.5%
3 97 0.0% 2.1% 89.7% 5.2%
4 50 0.0% 0.0% 94.0% 4.0%
5 22 0.0% 0.0% 95.5% 4.5%
6 7 0.0% 0.0% 85.7% 0.0%
7 3 0.0% 0.0% 66.7% 0.0%
8 2 0.0% 0.0% 100.0% 0.0%