AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Grace Huang

Examiner Grace Huang appears to be about average relative to their peer examiners. Their lifetime grant ratio is 46.4%, they average 1.98 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 1.98
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 270-5969
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3730 - Sheet Container Making, Package Making, Apparel, and Tool Driving

Metrics

Applications Evaluated
440
Granted Applications
204
Non-Granted Applications
236
Avg OA / Grant
1.98
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3732
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 46.4% 1.98
Art Unit 47 37.9% 2.39
Group 288 51.1% 2.22
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 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 2019; examiner may not yet have been active in the available dataset.
2019 35 14 40.0%
2020 72 31 43.1%
2021 50 27 54.0%
2022 51 40 78.4%
2023 64 36 56.3%
2024 62 36 58.1%
2025 69 20 29.0%
2026 37 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 435 0.5% 4.4% 74.9% 11.7%
2 234 0.0% 3.4% 85.0% 6.0%
3 96 0.0% 2.1% 83.3% 7.3%
4 47 2.1% 2.1% 89.4% 4.3%
5 24 4.2% 0.0% 79.2% 16.7%
6 18 5.6% 0.0% 83.3% 11.1%
7 9 0.0% 0.0% 100.0% 0.0%
8 6 0.0% 0.0% 100.0% 0.0%
9 3 0.0% 0.0% 100.0% 0.0%
10 3 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
1.6%
2024
1.9%
2025
2.7%
2026

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