AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Stacy Khoo

Examiner Stacy Khoo appears to be about average relative to their peer examiners. Their lifetime grant ratio is 75.2%, they average 2.04 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.04
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Examiner Details

Observed Examiner Years
17 years (2010-2026)
Phone
(571) 270-3698
Predicted Supervisor
Matthew Eason
Supervisor Phone
(571) 270-7230
Tech Center
2600 - Communications
Group
2620 - Selective Visual Display Systems

Metrics

Applications Evaluated
620
Granted Applications
466
Non-Granted Applications
154
Avg OA / Grant
2.04
Last OA Observed
March 2026 (1 months ago)
Art Units Seen
2623 , 2624 , 2629 , 2695
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 75.2% 2.04
Art Unit 34 61.3% 2.04
Group 280 55.8% 1.99
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2010; examiner may not yet have been active in the available dataset.
2010 1 0 0.0%
2011 23 13 56.5%
2012 24 12 50.0%
2013 29 14 48.3%
2014 32 24 75.0%
2015 36 22 61.1%
2016 36 23 63.9%
2017 29 20 69.0%
2018 55 51 92.7%
2019 48 38 79.2%
2020 44 42 95.5%
2021 42 40 95.2%
2022 53 50 94.3%
2023 43 40 93.0%
2024 52 49 94.2%
2025 58 28 48.3%
2026 15 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 620 1.1% 5.8% 74.7% 12.1%
2 335 1.2% 5.1% 75.5% 15.5%
3 165 0.6% 6.1% 81.2% 10.9%
4 89 0.0% 5.6% 79.8% 14.6%
5 39 0.0% 0.0% 92.3% 7.7%
6 25 0.0% 0.0% 84.0% 16.0%
7 14 0.0% 0.0% 100.0% 0.0%
8 9 0.0% 0.0% 88.9% 11.1%
9 3 0.0% 0.0% 100.0% 0.0%
10 3 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2010
2.9%
2011
1.1%
2012
0.0%
2013
0.0%
2014
0.0%
2015
1.2%
2016
0.0%
2017
1.0%
2018
1.4%
2019
2.5%
2020
0.0%
2021
0.0%
2022
3.3%
2023
0.0%
2024
0.0%
2025
6.7%
2026

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