AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Randi L Beil

Examiner Randi L Beil appears to be about average relative to their peer examiners. Their lifetime grant ratio is 44.4%, they average 1.81 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO About Average
Average OA / Grant 1.81
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Examiner Details

Observed Examiner Years
5 years (2022-2026)
Phone
(571) 272-1147
Predicted Supervisor
Heather Calamita
Supervisor Phone
(571) 272-2876
Tech Center
1600 - Biotechnology and Organic
Group
1670 - Virology and Related Immunology

Metrics

Applications Evaluated
72
Granted Applications
32
Non-Granted Applications
40
Avg OA / Grant
1.81
Last OA Observed
February 2026 (2 months ago)
Art Units Seen
1639 , 1675 , 1684
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 44.4% 1.81
Art Unit 14 36.7% 1.43
Group 80 29.9% 1.92
Tech Center 1,349 39.5% 2.02
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 5 3 60.0%
2023 14 7 50.0%
2024 24 16 66.7%
2025 26 6 23.1%
2026 3 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 67 1.5% 6.0% 47.8% 16.4%
2 42 2.4% 2.4% 61.9% 19.0%
3 22 0.0% 13.6% 50.0% 9.1%
4 11 0.0% 9.1% 54.5% 9.1%
5 6 0.0% 16.7% 50.0% 0.0%
6 4 0.0% 0.0% 50.0% 0.0%
7 3 0.0% 0.0% 33.3% 33.3%
8 3 0.0% 0.0% 66.7% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2022
0.0%
2023
3.8%
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.