AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lori L. Lyjak

Examiner Lori L. Lyjak appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 86.5%, they average 1.15 office actions per granted patent, and their rejection profile leans toward ยง102.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.15
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-6658
Predicted Supervisor
Amy Weisberg
Supervisor Phone
(571) 270-5500
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3610 - Surface Transportation

Metrics

Applications Evaluated
1,214
Granted Applications
1,050
Non-Granted Applications
164
Avg OA / Grant
1.15
Last OA Observed
July 2026 (0 months ago)
Art Units Seen
3612
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 86.5% 1.15
Art Unit 34 56.1% 1.37
Group 159 60.2% 1.45
Tech Center 2,366 46.9% 2.11
USPTO 16,348 53.5% 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 71 57 80.3%
2009 111 92 82.9%
2010 77 69 89.6%
2011 73 65 89.0%
2012 76 68 89.5%
2013 67 61 91.0%
2014 62 59 95.2%
2015 67 62 92.5%
2016 53 50 94.3%
2017 54 48 88.9%
2018 85 83 97.6%
2019 65 64 98.5%
2020 51 46 90.2%
2021 54 51 94.4%
2022 64 55 85.9%
2023 51 46 90.2%
2024 55 53 96.4%
2025 53 21 39.6%
2026 25 0 0.0%

1,050 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,211 1.7% 37.4% 27.3% 11.9%
2 148 4.7% 31.1% 36.5% 13.5%
3 28 0.0% 35.7% 50.0% 3.6%
4 5 0.0% 20.0% 60.0% 20.0%
5 1 0.0% 100.0% 0.0% 0.0%
6 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
1.0%
2008
0.8%
2009
0.0%
2010
3.5%
2011
3.4%
2012
1.4%
2013
1.6%
2014
4.1%
2015
1.8%
2016
1.6%
2017
2.1%
2018
0.0%
2019
0.0%
2020
0.0%
2021
5.4%
2022
3.1%
2023
4.7%
2024
1.7%
2025
3.4%
2026

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