AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kun Kai Ma

Examiner Kun Kai Ma appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 73.3%, they average 1.81 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 1.81
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Examiner Details

Observed Examiner Years
14 years (2013-2026)
Phone
(571) 270-3530
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
823
Granted Applications
603
Non-Granted Applications
220
Avg OA / Grant
1.81
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3744 , 3763
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 73.3% 1.81
Art Unit 98 55.4% 2.09
Group 377 50.6% 2.11
Tech Center 2,632 49.9% 2.01
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2013; examiner may not yet have been active in the available dataset.
2013 17 8 47.1%
2014 37 15 40.5%
2015 35 16 45.7%
2016 58 44 75.9%
2017 69 54 78.3%
2018 74 62 83.8%
2019 75 62 82.7%
2020 78 59 75.6%
2021 72 60 83.3%
2022 63 54 85.7%
2023 72 64 88.9%
2024 83 74 89.2%
2025 69 31 44.9%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 813 1.6% 11.7% 61.3% 18.5%
2 347 0.0% 8.6% 76.4% 11.0%
3 149 0.0% 5.4% 83.9% 8.7%
4 88 0.0% 2.3% 88.6% 8.0%
5 40 0.0% 2.5% 82.5% 7.5%
6 25 0.0% 4.0% 84.0% 4.0%
7 8 0.0% 0.0% 87.5% 12.5%
8 4 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
7.9%
2021
1.2%
2022
1.1%
2023
2.0%
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.