AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Laura Freedman

Examiner Laura Freedman appears to be about average relative to their peer examiners. Their lifetime grant ratio is 84.9%, they average 1.55 office actions per granted patent, and their rejection profile leans toward §103, with occasional §101 rejections and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.55
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-2442
Predicted Supervisor
Jason Shanske
Supervisor Phone
(571) 270-5985
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3610 - Surface Transportation

Metrics

Applications Evaluated
1,218
Granted Applications
1,034
Non-Granted Applications
184
Avg OA / Grant
1.55
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3614 , 3616
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 84.9% 1.55
Art Unit 28 71.7% 1.46
Group 152 63.7% 1.45
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% 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 47 23 48.9%
2009 90 63 70.0%
2010 53 45 84.9%
2011 59 48 81.4%
2012 63 58 92.1%
2013 73 66 90.4%
2014 66 62 93.9%
2015 65 60 92.3%
2016 67 62 92.5%
2017 83 73 88.0%
2018 73 67 91.8%
2019 80 73 91.3%
2020 78 69 88.5%
2021 70 65 92.9%
2022 61 58 95.1%
2023 64 62 96.9%
2024 59 55 93.2%
2025 48 25 52.1%
2026 19 0 0.0%

1,034 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,217 4.5% 21.7% 38.0% 33.5%
2 516 1.2% 22.7% 45.7% 27.3%
3 119 0.0% 14.3% 61.3% 20.2%
4 45 0.0% 22.2% 53.3% 22.2%
5 9 0.0% 0.0% 88.9% 11.1%
6 5 0.0% 0.0% 80.0% 20.0%
7 2 0.0% 0.0% 100.0% 0.0%
8 2 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.7%
2009
0.0%
2010
0.0%
2011
2.1%
2012
3.5%
2013
1.1%
2014
8.0%
2015
3.4%
2016
5.3%
2017
2.7%
2018
7.3%
2019
2.7%
2020
5.6%
2021
3.7%
2022
7.0%
2023
3.3%
2024
1.3%
2025
5.3%
2026

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