AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Stella Higgs

Examiner Stella Higgs appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 35.4%, they average 3.06 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 3.06
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Examiner Details

Observed Examiner Years
16 years (2011-2026)
Phone
(571) 270-5891
Predicted Supervisor
Renee Chavez
Supervisor Phone
(571) 270-1104
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2170 - Graphical User Interface, Document Processing, Power, and Other

Metrics

Applications Evaluated
404
Granted Applications
143
Non-Granted Applications
261
Avg OA / Grant
3.06
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2179 , 2189 , 3681 , 3686
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 35.4% 3.06
Art Unit 24 49.1% 3.00
Group 187 49.7% 2.74
Tech Center 1,706 55.9% 2.19
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 12 5 41.7%
2012 21 10 47.6%
2013 23 12 52.2%
2014 26 4 15.4%
2015 29 11 37.9%
2016 32 6 18.8%
2017 28 7 25.0%
2018 32 15 46.9%
2019 28 13 46.4%
2020 22 12 54.5%
2021 24 13 54.2%
2022 26 16 61.5%
2023 22 12 54.5%
2024 20 6 30.0%
2025 38 1 2.6%
2026 21 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 405 0.7% 5.9% 60.7% 0.0%
2 314 1.0% 2.2% 61.8% 0.0%
3 211 0.0% 1.9% 63.0% 0.0%
4 146 0.0% 0.7% 61.6% 0.0%
5 84 0.0% 1.2% 63.1% 0.0%
6 61 1.6% 0.0% 57.4% 0.0%
7 38 2.6% 0.0% 50.0% 0.0%
8 28 3.6% 0.0% 57.1% 0.0%
9 14 0.0% 0.0% 71.4% 0.0%
10 9 0.0% 0.0% 44.4% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
2.0%
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
1.1%
2021
0.0%
2022
0.0%
2023
10.2%
2024
1.2%
2025
0.0%
2026

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