AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Munear Akki

Appears inactive Last observed office action: January 2024 (29 months ago).

Examiner Munear Akki appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 80.2%, they average 1.69 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.69
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Examiner Details

Observed Examiner Years
13 years (2012-2024)
Tech Center
2600 - Communications
Group
2680 - Facsimile, Static Presentation, Telemetry, Code Generation, and Storage Systems

Metrics

Applications Evaluated
393
Granted Applications
315
Non-Granted Applications
78
Avg OA / Grant
1.69
Last OA Observed
January 2024 (29 months ago)
Art Units Seen
2682 , 2687
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 80.2% 1.69
Art Unit 13 71.4% 1.72
Group 112 66.5% 1.80
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% 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024
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 2012; examiner may not yet have been active in the available dataset.
2012 9 8 88.9%
2013 40 26 65.0%
2014 30 19 63.3%
2015 24 16 66.7%
2016 34 23 67.6%
2017 35 31 88.6%
2018 64 52 81.3%
2019 40 38 95.0%
2020 35 32 91.4%
2021 27 21 77.8%
2022 31 28 90.3%
2023 22 19 86.4%
2024 2 2 100.0%
No observed data after 2024; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 395 1.8% 9.4% 82.5% 3.8%
2 159 0.0% 2.5% 94.3% 3.1%
3 69 0.0% 2.9% 95.7% 1.4%
4 30 0.0% 6.7% 93.3% 0.0%
5 14 0.0% 7.1% 92.9% 0.0%
6 8 0.0% 0.0% 100.0% 0.0%
7 5 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
0.0%
2011
0.0%
2012
0.0%
2013
2.0%
2014
0.0%
2015
1.4%
2016
0.0%
2017
3.3%
2018
0.0%
2019
2.0%
2020
0.0%
2021
0.0%
2022
3.0%
2023
0.0%
2024

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