AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael Keller

Examiner Michael Keller appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 79.2%, they average 1.95 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 1.95
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 270-3863
Predicted Supervisor
Brian Gillis
Supervisor Phone
(571) 272-7952
Tech Center
2400 - Computer Networks, Multiplex, Cable and Cryptography/Security
Group
2440 - Computer Networks

Metrics

Applications Evaluated
689
Granted Applications
546
Non-Granted Applications
143
Avg OA / Grant
1.95
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2446
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 79.2% 1.95
Art Unit 22 60.3% 2.04
Group 207 56.7% 2.42
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% 2012 2013 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 2012; examiner may not yet have been active in the available dataset.
2012 2 1 50.0%
2013 26 13 50.0%
2014 31 26 83.9%
2015 18 15 83.3%
2016 31 24 77.4%
2017 59 40 67.8%
2018 51 44 86.3%
2019 70 64 91.4%
2020 64 60 93.8%
2021 55 47 85.5%
2022 78 73 93.6%
2023 46 44 95.7%
2024 63 58 92.1%
2025 75 37 49.3%
2026 20 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 678 1.6% 3.8% 80.1% 3.1%
2 320 0.3% 1.3% 95.0% 1.3%
3 154 1.3% 0.6% 92.2% 0.0%
4 89 0.0% 3.4% 93.3% 2.2%
5 38 0.0% 2.6% 97.4% 0.0%
6 19 0.0% 0.0% 100.0% 0.0%
7 7 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 2 0.0% 0.0% 50.0% 50.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
2.4%
2017
1.7%
2018
1.0%
2019
0.7%
2020
0.0%
2021
1.9%
2022
3.0%
2023
3.4%
2024
0.0%
2025
0.0%
2026

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