AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Andrew T Piziali

Examiner Andrew T Piziali appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 25.7%, they average 3.08 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.08
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 272-1541
Predicted Supervisor
Marla Mcconnell
Supervisor Phone
(571) 270-7692
Tech Center
1700 - Chemical and Materials Engineering
Group
1780 - Miscellaneous Articles, Stock Material, Adhesive Composition, Fabrics

Metrics

Applications Evaluated
808
Granted Applications
208
Non-Granted Applications
600
Avg OA / Grant
3.08
Last OA Observed
February 2026 (1 months ago)
Art Units Seen
1786 , 1789 , 1794 , 1798
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 25.7% 3.08
Art Unit 23 25.0% 3.00
Group 186 42.4% 2.73
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 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 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
2007 9 2 22.2%
2008 56 10 17.9%
2009 48 14 29.2%
2010 44 19 43.2%
2011 45 16 35.6%
2012 38 8 21.1%
2013 29 7 24.1%
2014 40 8 20.0%
2015 36 4 11.1%
2016 49 14 28.6%
2017 38 6 15.8%
2018 41 22 53.7%
2019 35 12 34.3%
2020 49 17 34.7%
2021 46 20 43.5%
2022 46 14 30.4%
2023 32 6 18.8%
2024 35 6 17.1%
2025 72 3 4.2%
2026 20 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 793 0.0% 0.6% 97.7% 1.3%
2 597 0.0% 1.3% 96.1% 2.2%
3 382 0.3% 1.0% 96.6% 1.8%
4 265 0.0% 0.8% 95.5% 3.0%
5 160 0.0% 1.9% 94.4% 3.1%
6 116 0.0% 2.6% 93.1% 4.3%
7 84 0.0% 3.6% 92.9% 3.6%
8 54 0.0% 3.7% 94.4% 1.9%
9 33 0.0% 0.0% 100.0% 0.0%
10 21 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
0.0%
2008
0.0%
2009
0.0%
2010
0.6%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
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.