AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Fernando M Mari

Examiner Fernando M Mari appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 37.5%, they average 4.20 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 Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 4.20
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(571) 272-2498
Predicted Supervisor
Ann J. Lo
Supervisor Phone
(571) 272-9767
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2150 - Databases and File Management

Metrics

Applications Evaluated
184
Granted Applications
69
Non-Granted Applications
115
Avg OA / Grant
4.20
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2159
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 37.5% 4.20
Art Unit 18 63.0% 2.72
Group 120 60.4% 2.66
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% 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 2018; examiner may not yet have been active in the available dataset.
2018 4 0 0.0%
2019 17 6 35.3%
2020 17 4 23.5%
2021 15 6 40.0%
2022 21 10 47.6%
2023 29 14 48.3%
2024 31 21 67.7%
2025 29 8 27.6%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 180 0.6% 2.2% 95.6% 1.1%
2 143 31.5% 2.8% 55.9% 9.1%
3 112 13.4% 3.6% 80.4% 2.7%
4 85 10.6% 0.0% 87.1% 2.4%
5 57 8.8% 0.0% 89.5% 1.8%
6 45 8.9% 0.0% 84.4% 4.4%
7 22 4.5% 0.0% 95.5% 0.0%
8 16 18.8% 0.0% 81.3% 0.0%
9 9 0.0% 0.0% 100.0% 0.0%
10 5 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
2.6%
2019
1.0%
2020
7.4%
2021
26.4%
2022
23.4%
2023
16.3%
2024
3.5%
2025
9.1%
2026

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