AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Raquel Perez-Arroyo

Examiner Raquel Perez-Arroyo appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 50.0%, they average 3.19 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.19
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 272-8969
Predicted Supervisor
Sherief Badawi
Supervisor Phone
(571) 272-9782
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2160 - Databases and File Management

Metrics

Applications Evaluated
324
Granted Applications
162
Non-Granted Applications
162
Avg OA / Grant
3.19
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2161 , 2169
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 50.0% 3.19
Art Unit 22 56.4% 2.66
Group 193 61.2% 2.52
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% 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 13 8 61.5%
2015 19 11 57.9%
2016 28 14 50.0%
2017 25 12 48.0%
2018 28 18 64.3%
2019 20 14 70.0%
2020 24 15 62.5%
2021 24 13 54.2%
2022 34 17 50.0%
2023 25 14 56.0%
2024 30 19 63.3%
2025 37 7 18.9%
2026 17 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 322 2.5% 6.5% 86.3% 0.6%
2 256 7.4% 2.0% 88.3% 1.6%
3 182 9.9% 0.0% 87.9% 2.2%
4 126 14.3% 0.0% 84.9% 0.8%
5 70 11.4% 0.0% 85.7% 2.9%
6 46 17.4% 0.0% 78.3% 2.2%
7 24 20.8% 0.0% 79.2% 0.0%
8 15 20.0% 0.0% 73.3% 0.0%
9 4 25.0% 0.0% 75.0% 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%
2011
66.7%
2012
0.0%
2013
0.0%
2014
0.0%
2015
1.3%
2016
20.7%
2017
26.4%
2018
1.4%
2019
6.3%
2020
8.0%
2021
6.9%
2022
5.1%
2023
9.9%
2024
11.4%
2025
11.8%
2026

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