AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Mario Iosif

Potentially inactive Last observed office action: December 2025 (6 months ago).

Examiner Mario Iosif appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 15.4%, they average 3.78 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 3.78
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Examiner Details

Observed Examiner Years
17 years (2009-2025)
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3620 - Business Methods: Incentive Programs, POS, Inventory, Accounting, Shipping

Metrics

Applications Evaluated
468
Granted Applications
72
Non-Granted Applications
396
Avg OA / Grant
3.78
Last OA Observed
December 2025 (6 months ago)
Art Units Seen
3621 , 3622 , 3681
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 15.4% 3.78
Art Unit 28 15.9% 3.43
Group 362 27.1% 2.85
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 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 2009; examiner may not yet have been active in the available dataset.
2009 26 2 7.7%
2010 22 3 13.6%
2011 25 0 0.0%
2012 19 3 15.8%
2013 18 1 5.6%
2014 22 1 4.5%
2015 45 0 0.0%
2016 42 1 2.4%
2017 46 5 10.9%
2018 23 8 34.8%
2019 42 7 16.7%
2020 25 11 44.0%
2021 19 6 31.6%
2022 25 9 36.0%
2023 19 4 21.1%
2024 18 7 38.9%
2025 32 4 12.5%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 461 2.6% 10.0% 83.1% 0.0%
2 333 6.9% 8.4% 80.8% 1.2%
3 234 9.4% 6.0% 81.2% 1.3%
4 164 7.9% 4.9% 81.7% 2.4%
5 96 9.4% 9.4% 76.0% 3.1%
6 65 4.6% 3.1% 90.8% 0.0%
7 38 15.8% 0.0% 78.9% 5.3%
8 21 9.5% 4.8% 81.0% 0.0%
9 13 7.7% 7.7% 84.6% 0.0%
10 7 14.3% 14.3% 57.1% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
0.0%
2008
1.3%
2009
5.6%
2010
4.4%
2011
4.0%
2012
4.9%
2013
3.6%
2014
14.0%
2015
15.0%
2016
7.3%
2017
7.5%
2018
6.0%
2019
8.2%
2020
0.0%
2021
3.2%
2022
4.3%
2023
0.0%
2024
14.6%
2025

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