AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Wassim Mahrouka

Examiner Wassim Mahrouka appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 70.0%, they average 1.46 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 Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.46
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Examiner Details

Observed Examiner Years
7 years (2020-2026)
Phone
(571) 272-2945
Predicted Supervisor
Stephen Koziol
Supervisor Phone
(408) 918-7630
Tech Center
2600 - Communications
Group
2660 - Image Analysis and Pattern Recognition

Metrics

Applications Evaluated
257
Granted Applications
180
Non-Granted Applications
77
Avg OA / Grant
1.46
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2665 , 2668
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 70.0% 1.46
Art Unit 38 70.6% 1.66
Group 289 65.3% 1.66
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% 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 8 6 75.0%
2021 40 36 90.0%
2022 39 34 87.2%
2023 42 38 90.5%
2024 49 39 79.6%
2025 67 27 40.3%
2026 12 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 253 5.1% 6.3% 74.3% 7.5%
2 79 8.9% 2.5% 78.5% 5.1%
3 18 5.6% 0.0% 77.8% 5.6%
4 6 0.0% 0.0% 83.3% 0.0%
5 3 0.0% 0.0% 66.7% 0.0%
6 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
7.1%
2020
0.0%
2021
5.5%
2022
10.5%
2023
11.8%
2024
2.4%
2025
8.3%
2026

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