AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ramsey Refai

Examiner Ramsey Refai appears to be more difficult than most of their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.0%, they average 2.13 office actions per granted patent, and their rejection profile leans toward §103 and occasional §101 rejections.

Difficulty vs AU Very Easy
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.13
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(313) 446-4867
Predicted Supervisor
Kito Robinson
Supervisor Phone
(571) 270-3921
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3660 - VCaR - Robot Control, Vehicle Navigation and Data Processing: Vehicles and Relative Location

Metrics

Applications Evaluated
662
Granted Applications
311
Non-Granted Applications
351
Avg OA / Grant
2.13
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2141 , 3627 , 3661 , 3664 , 3668 , 3687
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.0% 2.13
Art Unit 27 43.3% 2.65
Group 457 55.5% 1.86
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% 2007 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
2007 3 0 0.0%
2008 39 11 28.2%
2009 40 9 22.5%
2010 34 21 61.8%
2011 36 16 44.4%
2012 9 7 77.8%
2013 22 17 77.3%
2014 24 6 25.0%
2015 42 6 14.3%
2016 51 7 13.7%
2017 26 4 15.4%
2018 47 16 34.0%
2019 50 30 60.0%
2020 42 30 71.4%
2021 38 30 78.9%
2022 47 37 78.7%
2023 27 20 74.1%
2024 40 30 75.0%
2025 34 14 41.2%
2026 11 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 658 9.7% 46.4% 39.5% 2.9%
2 390 9.5% 30.3% 54.6% 3.6%
3 223 17.5% 20.6% 57.0% 4.0%
4 152 20.4% 13.8% 59.2% 5.9%
5 80 23.8% 20.0% 50.0% 6.3%
6 52 26.9% 19.2% 46.2% 7.7%
7 35 45.7% 8.6% 42.9% 2.9%
8 22 40.9% 9.1% 45.5% 4.5%
9 13 46.2% 15.4% 38.5% 0.0%
10 11 54.5% 9.1% 27.3% 9.1%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
3.0%
2009
6.2%
2010
3.9%
2011
3.8%
2012
1.1%
2013
29.7%
2014
36.8%
2015
25.4%
2016
13.8%
2017
18.5%
2018
17.7%
2019
19.0%
2020
24.2%
2021
17.2%
2022
14.0%
2023
13.6%
2024
19.6%
2025
18.2%
2026

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