AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Emily M. Lloyd

Appears inactive Last observed office action: February 2016 (123 months ago).

Examiner Emily M. Lloyd appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 43.4%, they average 2.71 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 2.71
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Examiner Details

Observed Examiner Years
9 years (2008-2016)
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3730 - Sheet Container Making, Package Making, Apparel, and Tool Driving

Metrics

Applications Evaluated
272
Granted Applications
118
Non-Granted Applications
154
Avg OA / Grant
2.71
Last OA Observed
February 2016 (123 months ago)
Art Units Seen
3736 , 3739
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 43.4% 2.71
Art Unit 32 52.1% 2.19
Group 288 51.1% 2.22
Tech Center 2,632 49.9% 2.01
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 2016
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 2008; examiner may not yet have been active in the available dataset.
2008 23 6 26.1%
2009 39 11 28.2%
2010 62 23 37.1%
2011 25 12 48.0%
2012 15 5 33.3%
2013 27 12 44.4%
2014 44 20 45.5%
2015 31 23 74.2%
2016 6 6 100.0%
No observed data after 2016; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 272 7.0% 6.3% 69.5% 7.0%
2 174 6.9% 5.2% 69.0% 12.6%
3 109 11.9% 2.8% 60.6% 20.2%
4 68 4.4% 5.9% 70.6% 16.2%
5 31 6.5% 0.0% 58.1% 29.0%
6 11 0.0% 0.0% 54.5% 36.4%
7 2 0.0% 50.0% 0.0% 50.0%

§ 101 Yearly Trend

2014: Alice
1.1%
2008
6.1%
2009
11.7%
2010
7.4%
2011
18.4%
2012
6.8%
2013
3.7%
2014
7.5%
2015
0.0%
2016

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