AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Virginia R Bieger

Examiner Virginia R Bieger appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 12.9%, they average 2.00 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 About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.00
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Examiner Details

Observed Examiner Years
4 years (2023-2026)
Phone
(703) 756-1014
Predicted Supervisor
Phillip Louie
Supervisor Phone
(571) 270-1241
Tech Center
1700 - Chemical and Materials Engineering
Group
1750 - 1750

Metrics

Applications Evaluated
62
Granted Applications
8
Non-Granted Applications
54
Avg OA / Grant
2.00
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1755
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 12.9% 2.00
Art Unit 19 24.4% 1.73
Group 94 34.8% 1.92
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2023; examiner may not yet have been active in the available dataset.
2023 2 0 0.0%
2024 12 5 41.7%
2025 32 3 9.4%
2026 16 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 62 0.0% 1.6% 87.1% 0.0%
2 44 0.0% 2.3% 90.9% 0.0%
3 27 0.0% 3.7% 85.2% 0.0%
4 18 0.0% 5.6% 88.9% 0.0%
5 8 0.0% 0.0% 75.0% 0.0%
6 3 0.0% 0.0% 100.0% 0.0%