AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michelle Stein

Examiner Michelle Stein appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 38.5%, they average 3.44 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.44
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Examiner Details

Observed Examiner Years
18 years (2009-2026)
Phone
(571) 270-1680
Predicted Supervisor
Prem C Singh
Supervisor Phone
(571) 272-6381
Tech Center
1700 - Chemical and Materials Engineering
Group
1770 - Chemical Apparatus, Separation and Purification

Metrics

Applications Evaluated
715
Granted Applications
275
Non-Granted Applications
440
Avg OA / Grant
3.44
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1771 , 1797
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 38.5% 3.44
Art Unit 16 57.0% 2.14
Group 173 53.1% 1.94
Tech Center 1,713 47.3% 2.14
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 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 2009; examiner may not yet have been active in the available dataset.
2009 7 4 57.1%
2010 60 35 58.3%
2011 33 13 39.4%
2012 35 12 34.3%
2013 41 16 39.0%
2014 50 19 38.0%
2015 40 14 35.0%
2016 50 21 42.0%
2017 43 22 51.2%
2018 35 15 42.9%
2019 43 19 44.2%
2020 48 25 52.1%
2021 36 14 38.9%
2022 26 12 46.2%
2023 35 15 42.9%
2024 40 16 40.0%
2025 61 3 4.9%
2026 32 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 715 0.4% 2.4% 75.7% 0.4%
2 575 0.2% 2.4% 81.9% 1.7%
3 402 0.0% 3.0% 83.8% 1.2%
4 337 0.6% 3.0% 84.0% 0.3%
5 210 0.0% 2.9% 82.9% 0.5%
6 149 0.0% 2.7% 79.9% 1.3%
7 80 0.0% 1.3% 78.8% 1.3%
8 49 0.0% 2.0% 81.6% 0.0%
9 28 0.0% 0.0% 85.7% 0.0%
10 16 0.0% 0.0% 93.8% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
2.2%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.6%
2014
0.0%
2015
0.6%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.6%
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.