AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Sam Refai

Examiner Sam Refai appears to be about average relative to their peer examiners. Their lifetime grant ratio is 30.2%, they average 2.64 office actions per granted patent, and their rejection profile is dominated by §103 and meaningful §101 activity.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.64
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(313) 446-4822
Predicted Supervisor
Waseem Ashraf
Supervisor Phone
(571) 270-3948
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3680 - Business Methods: Electronic Shopping and Health Care

Metrics

Applications Evaluated
460
Granted Applications
139
Non-Granted Applications
321
Avg OA / Grant
2.64
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3621 , 3626 , 3681 , 3688
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 30.2% 2.64
Art Unit 20 16.7% 3.09
Group 288 29.2% 2.79
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% 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 2012; examiner may not yet have been active in the available dataset.
2012 7 2 28.6%
2013 23 4 17.4%
2014 19 4 21.1%
2015 33 1 3.0%
2016 33 5 15.2%
2017 42 9 21.4%
2018 38 11 28.9%
2019 43 15 34.9%
2020 38 16 42.1%
2021 31 19 61.3%
2022 34 20 58.8%
2023 30 18 60.0%
2024 27 9 33.3%
2025 48 6 12.5%
2026 14 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 450 21.1% 14.9% 57.6% 1.6%
2 326 32.2% 7.7% 52.5% 5.5%
3 226 30.5% 4.9% 55.3% 7.1%
4 165 35.2% 5.5% 47.9% 6.1%
5 90 32.2% 4.4% 47.8% 10.0%
6 54 37.0% 1.9% 44.4% 5.6%
7 29 31.0% 6.9% 44.8% 13.8%
8 17 41.2% 11.8% 35.3% 11.8%
9 7 57.1% 0.0% 28.6% 14.3%
10 2 0.0% 0.0% 50.0% 50.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
4.0%
2014
9.0%
2015
18.9%
2016
24.6%
2017
13.5%
2018
56.9%
2019
42.4%
2020
52.7%
2021
51.3%
2022
50.0%
2023
55.4%
2024
48.4%
2025
64.3%
2026

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