AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Hadi Armouche

Appears inactive Last observed office action: November 2025 (7 months ago).

Examiner Hadi Armouche appears to be about average relative to their peer examiners. Their lifetime grant ratio is 70.0%, they average 2.59 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 About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.59
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Examiner Details

Observed Examiner Years
19 years (2007-2025)
Tech Center
2400 - Computer Networks, Multiplex, Cable and Cryptography/Security
Group
2430 - Cryptography and Cybersecurity

Metrics

Applications Evaluated
297
Granted Applications
208
Non-Granted Applications
89
Avg OA / Grant
2.59
Last OA Observed
November 2025 (7 months ago)
Art Units Seen
2132 , 2409 , 2419 , 2432 , 2497
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 70.0% 2.59
Art Unit 23 62.3% 1.74
Group 225 65.1% 1.99
Tech Center 1,727 60.4% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2007 2008 2009 2010 2011 2012 2013 2014 2015 2021 2025
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
2007 2 2 100.0%
2008 35 22 62.9%
2009 63 32 50.8%
2010 36 31 86.1%
2011 57 46 80.7%
2012 56 43 76.8%
2013 37 31 83.8%
2014 1 0 0.0%
2015 5 0 0.0%
No observed data for 2016-2020.
2021 2 0 0.0%
No observed data for 2022-2024.
2025 3 1 33.3%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 297 3.4% 21.5% 66.3% 5.1%
2 198 2.5% 17.2% 73.7% 5.1%
3 110 2.7% 10.0% 78.2% 8.2%
4 59 3.4% 10.2% 86.4% 0.0%
5 26 7.7% 3.8% 84.6% 3.8%
6 14 0.0% 14.3% 71.4% 14.3%
7 6 0.0% 16.7% 66.7% 16.7%
8 3 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
20.0%
2007
0.8%
2008
0.6%
2009
0.9%
2010
8.1%
2011
3.7%
2012
10.4%
2013
0.0%
2014
0.0%
2015
0.0%
2020
0.0%
2021
0.0%
2025

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