AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Cindy Trandai

Examiner Cindy Trandai appears to be about average relative to their peer examiners. Their lifetime grant ratio is 73.2%, they average 2.05 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.05
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Examiner Details

Observed Examiner Years
16 years (2011-2026)
Phone
(571) 270-1914
Predicted Supervisor
Wesley L. Kim
Supervisor Phone
(571) 272-7867
Tech Center
2600 - Communications
Group
2640 - Telecommunications

Metrics

Applications Evaluated
537
Granted Applications
393
Non-Granted Applications
144
Avg OA / Grant
2.05
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2618 , 2647 , 2648
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 73.2% 2.05
Art Unit 22 66.1% 1.73
Group 215 61.6% 2.06
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% 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 2011; examiner may not yet have been active in the available dataset.
2011 14 10 71.4%
2012 31 16 51.6%
2013 39 24 61.5%
2014 38 28 73.7%
2015 48 35 72.9%
2016 47 37 78.7%
2017 42 34 81.0%
2018 51 46 90.2%
2019 44 34 77.3%
2020 34 30 88.2%
2021 30 24 80.0%
2022 34 27 79.4%
2023 18 16 88.9%
2024 17 14 82.4%
2025 33 18 54.5%
2026 17 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 540 0.2% 2.0% 96.5% 0.4%
2 293 0.0% 1.7% 96.2% 1.0%
3 135 0.7% 0.7% 97.0% 0.0%
4 78 0.0% 0.0% 100.0% 0.0%
5 34 0.0% 2.9% 97.1% 0.0%
6 16 0.0% 0.0% 100.0% 0.0%
7 7 0.0% 0.0% 100.0% 0.0%
8 6 0.0% 0.0% 100.0% 0.0%
9 4 0.0% 0.0% 100.0% 0.0%
10 2 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
1.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
2.1%
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.