AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Anna T Ho

Examiner Anna T Ho appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 9.9%, they average 2.50 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 2.50
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Examiner Details

Observed Examiner Years
4 years (2023-2026)
Phone
(571) 272-2587
Predicted Supervisor
Arthur O Hall
Supervisor Phone
(571) 270-1814
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3750 - Fluid Handling and Dispensing

Metrics

Applications Evaluated
101
Granted Applications
10
Non-Granted Applications
91
Avg OA / Grant
2.50
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3752
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 9.9% 2.50
Art Unit 35 47.7% 1.98
Group 158 55.5% 1.75
Tech Center 2,632 49.9% 2.01
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 4 0 0.0%
2024 23 5 21.7%
2025 57 5 8.8%
2026 17 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 100 0.0% 8.0% 89.0% 0.0%
2 63 0.0% 1.6% 93.7% 1.6%
3 41 0.0% 2.4% 95.1% 0.0%
4 27 0.0% 3.7% 96.3% 0.0%
5 11 0.0% 0.0% 81.8% 9.1%
6 5 0.0% 0.0% 100.0% 0.0%