AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marianne Dibrino

Examiner Marianne Dibrino appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 40.2%, they average 3.20 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 3.20
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-0842
Predicted Supervisor
Long Le
Supervisor Phone
(571) 272-0823
Tech Center
1600 - Biotechnology and Organic
Group
1640 - Immunology

Metrics

Applications Evaluated
652
Granted Applications
262
Non-Granted Applications
390
Avg OA / Grant
3.20
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1641 , 1644
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 40.2% 3.20
Art Unit 27 42.0% 2.08
Group 223 44.8% 1.94
Tech Center 1,349 39.5% 2.02
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 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 2008; examiner may not yet have been active in the available dataset.
2008 29 7 24.1%
2009 34 11 32.4%
2010 36 6 16.7%
2011 30 12 40.0%
2012 31 10 32.3%
2013 32 19 59.4%
2014 52 25 48.1%
2015 27 12 44.4%
2016 34 14 41.2%
2017 33 16 48.5%
2018 32 12 37.5%
2019 41 23 56.1%
2020 46 14 30.4%
2021 33 16 48.5%
2022 35 18 51.4%
2023 30 19 63.3%
2024 36 21 58.3%
2025 46 7 15.2%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 647 0.6% 29.4% 40.0% 16.5%
2 447 0.7% 25.1% 44.3% 19.2%
3 272 1.1% 25.7% 44.5% 22.1%
4 189 2.1% 24.3% 44.4% 23.3%
5 102 1.0% 23.5% 38.2% 29.4%
6 58 0.0% 15.5% 32.8% 39.7%
7 31 0.0% 19.4% 29.0% 48.4%
8 21 0.0% 23.8% 23.8% 42.9%
9 10 0.0% 20.0% 30.0% 40.0%
10 6 0.0% 16.7% 33.3% 16.7%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
2.3%
2008
0.0%
2009
1.8%
2010
1.1%
2011
1.8%
2012
0.0%
2013
1.8%
2014
2.3%
2015
0.0%
2016
0.0%
2017
0.0%
2018
1.5%
2019
0.0%
2020
0.0%
2021
0.0%
2022
2.4%
2023
0.0%
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.