AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner For K Ling

Examiner For K Ling appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 45.3%, they average 2.80 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 2.80
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 272-8752
Predicted Supervisor
Jianying Atkisson
Supervisor Phone
(571) 270-7740
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
470
Granted Applications
213
Non-Granted Applications
257
Avg OA / Grant
2.80
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3744 , 3763
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 45.3% 2.80
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% 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 2014; examiner may not yet have been active in the available dataset.
2014 20 4 20.0%
2015 30 10 33.3%
2016 30 7 23.3%
2017 43 18 41.9%
2018 16 6 37.5%
2019 39 16 41.0%
2020 45 20 44.4%
2021 38 26 68.4%
2022 39 23 59.0%
2023 50 39 78.0%
2024 37 29 78.4%
2025 69 15 21.7%
2026 14 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 451 0.0% 11.8% 83.4% 3.8%
2 327 0.0% 14.4% 79.5% 5.5%
3 177 0.0% 7.3% 89.3% 3.4%
4 115 0.0% 7.0% 87.0% 5.2%
5 60 0.0% 3.3% 93.3% 3.3%
6 43 0.0% 0.0% 100.0% 0.0%
7 20 0.0% 0.0% 85.0% 10.0%
8 11 0.0% 0.0% 100.0% 0.0%
9 8 0.0% 0.0% 87.5% 12.5%
10 3 0.0% 0.0% 100.0% 0.0%