AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Adreanne A Arnold

Potentially inactive Last observed office action: October 2025 (5 months ago).

Examiner Adreanne A Arnold appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 39.9%, they average 2.95 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 2.95
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Examiner Details

Observed Examiner Years
7 years (2019-2025)
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3790 - Medical Instruments, Diagnostic Equipment, and Treatment Devices

Metrics

Applications Evaluated
148
Granted Applications
59
Non-Granted Applications
89
Avg OA / Grant
2.95
Last OA Observed
October 2025 (5 months ago)
Art Units Seen
3792 , 3796
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 39.9% 2.95
Art Unit 48 42.2% 2.31
Group 327 40.3% 2.25
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% 2019 2020 2021 2022 2023 2024 2025
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 2019; examiner may not yet have been active in the available dataset.
2019 5 0 0.0%
2020 31 17 54.8%
2021 21 9 42.9%
2022 21 14 66.7%
2023 24 13 54.2%
2024 31 5 16.1%
2025 15 1 6.7%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 146 0.0% 3.4% 93.2% 1.4%
2 111 2.7% 1.8% 91.9% 1.8%
3 63 3.2% 1.6% 87.3% 4.8%
4 39 5.1% 0.0% 82.1% 10.3%
5 18 5.6% 0.0% 94.4% 0.0%
6 9 0.0% 0.0% 100.0% 0.0%
7 4 0.0% 0.0% 100.0% 0.0%
8 3 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2.6%
2019
0.0%
2020
0.0%
2021
4.2%
2022
1.4%
2023
5.8%
2024
0.0%
2025

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.