AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Virpi H. Kanervo

Examiner Virpi H. Kanervo appears to be about average relative to their peer examiners. Their lifetime grant ratio is 42.7%, they average 3.04 office actions per granted patent, and their rejection profile is dominated by §103 and meaningful §101 activity.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.04
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-9818
Predicted Supervisor
Victoria P. Shumate
Supervisor Phone
(313) 446-4858
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3690 - Business Methods - Finance/Banking/ Insurance and Business Cryptography

Metrics

Applications Evaluated
593
Granted Applications
253
Non-Granted Applications
340
Avg OA / Grant
3.04
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3619 , 3691
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 42.7% 3.04
Art Unit 26 39.0% 2.71
Group 163 34.9% 2.69
Tech Center 2,337 48.0% 2.11
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 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 2008; examiner may not yet have been active in the available dataset.
2008 15 4 26.7%
2009 31 10 32.3%
2010 19 9 47.4%
2011 23 11 47.8%
2012 19 9 47.4%
2013 27 17 63.0%
2014 26 3 11.5%
2015 30 1 3.3%
2016 39 4 10.3%
2017 29 3 10.3%
2018 30 19 63.3%
2019 43 29 67.4%
2020 47 32 68.1%
2021 36 25 69.4%
2022 34 26 76.5%
2023 32 21 65.6%
2024 42 24 57.1%
2025 46 6 13.0%
2026 25 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 581 11.0% 8.4% 70.7% 3.4%
2 430 15.8% 4.4% 75.8% 2.3%
3 303 19.5% 2.3% 73.9% 3.3%
4 233 27.0% 1.3% 67.8% 3.4%
5 157 34.4% 1.3% 62.4% 1.9%
6 118 39.8% 1.7% 57.6% 0.8%
7 72 44.4% 1.4% 54.2% 0.0%
8 52 55.8% 1.9% 40.4% 1.9%
9 30 63.3% 3.3% 33.3% 0.0%
10 21 57.1% 0.0% 42.9% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
1.1%
2008
0.9%
2009
0.0%
2010
1.0%
2011
0.8%
2012
0.0%
2013
10.1%
2014
13.4%
2015
32.1%
2016
35.5%
2017
41.1%
2018
48.6%
2019
42.9%
2020
49.4%
2021
31.4%
2022
38.5%
2023
42.0%
2024
39.4%
2025
46.2%
2026

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