AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Denise R Karavias

Examiner Denise R Karavias appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 51.0%, they average 2.81 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.81
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Examiner Details

Observed Examiner Years
7 years (2020-2026)
Phone
(469) 295-9152
Predicted Supervisor
Arleen M. Vazquez
Supervisor Phone
(571) 272-2619
Tech Center
2800 - Semiconductors, Electrical and Optical Systems and Components
Group
2850 - Printing / Measuring and Testing

Metrics

Applications Evaluated
157
Granted Applications
80
Non-Granted Applications
77
Avg OA / Grant
2.81
Last OA Observed
June 2026 (1 months ago)
Art Units Seen
2857 , 2865
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 51.0% 2.81
Art Unit 37 39.6% 1.89
Group 376 62.0% 1.65
Tech Center 2,395 63.3% 1.69
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2020; examiner may not yet have been active in the available dataset.
2020 7 3 42.9%
2021 28 17 60.7%
2022 22 13 59.1%
2023 31 20 64.5%
2024 28 19 67.9%
2025 22 8 36.4%
2026 19 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 145 2.8% 2.1% 89.7% 0.7%
2 118 9.3% 1.7% 83.1% 4.2%
3 73 11.0% 1.4% 86.3% 1.4%
4 39 10.3% 0.0% 84.6% 5.1%
5 19 0.0% 10.5% 89.5% 0.0%
6 14 0.0% 0.0% 100.0% 0.0%
7 6 0.0% 0.0% 100.0% 0.0%
8 3 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2020
2.5%
2021
2.5%
2022
5.1%
2023
10.8%
2024
14.3%
2025
18.2%
2026

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