AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marites A Guino-O Uzzle

Examiner Marites A Guino-O Uzzle appears to be more difficult than most of their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 48.7%, they average 2.14 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 Easy
Difficulty vs USPTO Very Hard
Average OA / Grant 2.14
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Examiner Details

Observed Examiner Years
7 years (2020-2026)
Phone
(571) 272-1039
Predicted Supervisor
Amber R Orlando
Supervisor Phone
(571) 270-3149
Tech Center
1700 - Chemical and Materials Engineering
Group
1730 - Metallurgy, Inorganic Chemistry, Catalysts, Electrophotography, Photolithography

Metrics

Applications Evaluated
226
Granted Applications
110
Non-Granted Applications
116
Avg OA / Grant
2.14
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1731
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 48.7% 2.14
Art Unit 32 49.9% 1.87
Group 185 51.5% 1.97
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% 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 2020; examiner may not yet have been active in the available dataset.
2020 1 0 0.0%
2021 29 15 51.7%
2022 35 21 60.0%
2023 42 31 73.8%
2024 42 32 76.2%
2025 48 11 22.9%
2026 29 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 213 0.9% 1.9% 80.8% 5.2%
2 131 0.8% 1.5% 90.1% 2.3%
3 79 0.0% 2.5% 89.9% 1.3%
4 45 0.0% 2.2% 93.3% 2.2%
5 22 0.0% 0.0% 86.4% 4.5%
6 14 0.0% 7.1% 85.7% 0.0%
7 6 0.0% 0.0% 83.3% 0.0%
8 4 0.0% 25.0% 50.0% 0.0%
9 1 0.0% 0.0% 0.0% 0.0%
10 1 0.0% 0.0% 0.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2020
0.0%
2021
0.0%
2022
2.2%
2023
1.2%
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.