AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael D. Cranford

Appears inactive Last observed office action: February 2021 (65 months ago).

Examiner Michael D. Cranford appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 20.3%, they average 4.29 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 4.29
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Examiner Details

Observed Examiner Years
15 years (2007-2021)
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3690 - Business Methods - Finance/Banking/ Insurance and Business Cryptography

Metrics

Applications Evaluated
286
Granted Applications
58
Non-Granted Applications
228
Avg OA / Grant
4.29
Last OA Observed
February 2021 (65 months ago)
Art Units Seen
3692 , 3694 , 3695 , 3696
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 20.3% 4.29
Art Unit 27 43.1% 2.58
Group 163 34.5% 2.69
Tech Center 2,366 46.9% 2.11
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
2007 1 0 0.0%
2008 14 0 0.0%
2009 17 1 5.9%
2010 36 9 25.0%
2011 10 4 40.0%
2012 12 6 50.0%
2013 28 10 35.7%
2014 37 1 2.7%
2015 32 0 0.0%
2016 14 3 21.4%
2017 26 4 15.4%
2018 13 3 23.1%
2019 25 10 40.0%
2020 20 7 35.0%
2021 1 0 0.0%
No observed data after 2021; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 297 1.0% 26.9% 70.4% 1.0%
2 221 1.4% 18.6% 74.7% 0.5%
3 168 3.6% 10.1% 83.3% 0.0%
4 119 4.2% 5.9% 89.9% 0.0%
5 86 8.1% 3.5% 88.4% 0.0%
6 64 10.9% 4.7% 84.4% 0.0%
7 41 7.3% 2.4% 90.2% 0.0%
8 29 17.2% 3.4% 79.3% 0.0%
9 15 20.0% 0.0% 80.0% 0.0%
10 9 22.2% 0.0% 77.8% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
0.0%
2007
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
1.6%
2012
0.0%
2013
4.3%
2014
9.2%
2015
16.7%
2016
15.2%
2017
13.3%
2018
9.2%
2019
5.9%
2020
0.0%
2021

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