AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kenneth Lo

Examiner Kenneth Lo appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 16.3%, they average 4.14 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 4.14
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Examiner Details

Observed Examiner Years
16 years (2011-2026)
Phone
(571) 272-9774
Predicted Supervisor
Cordelia Zecher
Supervisor Phone
(571) 272-7771
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2130 - Memory Access and Control

Metrics

Applications Evaluated
43
Granted Applications
7
Non-Granted Applications
36
Avg OA / Grant
4.14
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2136 , 2164 , 2168 , 2186
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 16.3% 4.14
Art Unit 17 71.2% 2.38
Group 138 69.8% 2.08
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2011 2012 2013 2014 2015 2016 2017 2020 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 2011; examiner may not yet have been active in the available dataset.
2011 5 0 0.0%
2012 8 0 0.0%
2013 2 0 0.0%
2014 7 0 0.0%
2015 2 1 50.0%
2016 2 0 0.0%
2017 1 0 0.0%
No observed data for 2018-2019.
2020 6 6 100.0%
No observed data for 2021-2024.
2025 4 0 0.0%
2026 6 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 28 0.0% 21.4% 75.0% 3.6%
2 20 0.0% 30.0% 60.0% 0.0%
3 16 0.0% 0.0% 81.3% 12.5%
4 11 0.0% 27.3% 72.7% 0.0%
5 6 0.0% 0.0% 100.0% 0.0%
6 4 0.0% 0.0% 100.0% 0.0%
7 3 0.0% 0.0% 66.7% 33.3%