AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Tracy Liu

Examiner Tracy Liu appears to be about average relative to their peer examiners. Their lifetime grant ratio is 47.9%, they average 3.17 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 Very Hard
Average OA / Grant 3.17
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
17 years (2010-2026)
Phone
(571) 270-5115
Predicted Supervisor
Ali Soroush
Supervisor Phone
(571) 272-9925
Tech Center
1600 - Biotechnology and Organic
Group
1610 - Pharmaceutical and Agricultural Compositions

Metrics

Applications Evaluated
752
Granted Applications
360
Non-Granted Applications
392
Avg OA / Grant
3.17
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
1612 , 1614
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.9% 3.17
Art Unit 33 32.8% 2.35
Group 213 32.3% 2.42
Tech Center 1,349 39.5% 2.02
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 1 100.0%
2011 1 1 100.0%
2012 11 6 54.5%
2013 44 26 59.1%
2014 60 36 60.0%
2015 55 36 65.5%
2016 60 40 66.7%
2017 49 28 57.1%
2018 42 21 50.0%
2019 49 26 53.1%
2020 58 35 60.3%
2021 58 26 44.8%
2022 45 30 66.7%
2023 49 22 44.9%
2024 52 22 42.3%
2025 71 4 5.6%
2026 47 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 742 0.7% 0.5% 52.4% 0.1%
2 597 0.3% 0.3% 65.0% 0.5%
3 370 0.0% 0.8% 69.7% 1.1%
4 257 0.0% 1.2% 72.8% 0.4%
5 151 0.0% 0.7% 72.2% 0.7%
6 120 0.0% 0.0% 74.2% 0.8%
7 61 0.0% 0.0% 77.0% 0.0%
8 43 0.0% 0.0% 72.1% 0.0%
9 25 0.0% 0.0% 68.0% 0.0%
10 16 0.0% 0.0% 62.5% 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
0.0%
2012
0.0%
2013
1.4%
2014
0.7%
2015
1.1%
2016
0.0%
2017
1.1%
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.