AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Emmanuel S. Luk

Examiner Emmanuel S. Luk appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 67.6%, they average 1.90 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.90
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-1134
Predicted Supervisor
Xiao S Zhao
Supervisor Phone
(571) 270-5343
Tech Center
1700 - Chemical and Materials Engineering
Group
1740 - Tires, Adhesive Bonding, Glass/Paper Making, Plastics Shaping and Molding

Metrics

Applications Evaluated
1,050
Granted Applications
710
Non-Granted Applications
340
Avg OA / Grant
1.90
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1744 , 1791
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 67.6% 1.90
Art Unit 22 53.3% 2.05
Group 195 53.9% 2.05
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% 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 26 55.3%
2009 85 52 61.2%
2010 53 37 69.8%
2011 65 46 70.8%
2012 62 42 67.7%
2013 48 32 66.7%
2014 53 36 67.9%
2015 62 52 83.9%
2016 48 35 72.9%
2017 62 43 69.4%
2018 69 48 69.6%
2019 57 34 59.6%
2020 64 55 85.9%
2021 46 38 82.6%
2022 48 30 62.5%
2023 50 37 74.0%
2024 51 44 86.3%
2025 54 23 42.6%
2026 26 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,031 0.1% 4.1% 81.5% 5.4%
2 487 0.2% 3.5% 82.8% 2.9%
3 169 0.0% 3.0% 86.4% 3.0%
4 85 0.0% 1.2% 82.4% 4.7%
5 36 0.0% 5.6% 83.3% 2.8%
6 15 0.0% 0.0% 93.3% 0.0%
7 9 0.0% 0.0% 77.8% 22.2%
8 10 0.0% 0.0% 70.0% 20.0%
9 9 0.0% 0.0% 77.8% 11.1%
10 8 0.0% 0.0% 75.0% 0.0%

§ 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
1.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.9%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
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.