AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marzia T Monty

Examiner Marzia T Monty appears to be about average relative to their peer examiners. Their lifetime grant ratio is 60.9%, they average 2.12 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Easy
Difficulty vs USPTO About Average
Average OA / Grant 2.12
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Examiner Details

Observed Examiner Years
11 years (2016-2026)
Phone
(571) 272-5441
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2110 - Computer Error Control, Reliability, and Control Systems

Metrics

Applications Evaluated
169
Granted Applications
103
Non-Granted Applications
66
Avg OA / Grant
2.12
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2117 , 2118 , 2126
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 60.9% 2.12
Art Unit 31 68.2% 1.86
Group 203 68.7% 1.68
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2016 2017 2018 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 2016; examiner may not yet have been active in the available dataset.
2016 3 1 33.3%
2017 29 20 69.0%
2018 36 27 75.0%
2019 27 21 77.8%
2020 18 11 61.1%
2021 2 2 100.0%
2022 6 3 50.0%
2023 3 2 66.7%
2024 19 13 68.4%
2025 18 3 16.7%
2026 8 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 167 4.2% 5.4% 84.4% 4.2%
2 92 9.8% 3.3% 75.0% 10.9%
3 46 13.0% 4.3% 78.3% 4.3%
4 22 18.2% 4.5% 68.2% 9.1%
5 11 18.2% 0.0% 72.7% 9.1%
6 6 0.0% 0.0% 83.3% 16.7%
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 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2015
0.0%
2016
6.8%
2017
3.6%
2018
0.0%
2019
2.7%
2020
0.0%
2021
0.0%
2022
0.0%
2023
8.1%
2024
37.1%
2025
50.0%
2026

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