AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Paul Schwarzenberg

Examiner Paul Schwarzenberg appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 54.1%, they average 1.91 office actions per granted patent, and their rejection profile is dominated by §103 and meaningful §101 activity.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO About Average
Average OA / Grant 1.91
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Examiner Details

Observed Examiner Years
10 years (2017-2026)
Phone
(313) 446-6611
Predicted Supervisor
Charles Kyle
Supervisor Phone
(571) 272-6746
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3690 - Business Methods - Finance/Banking/ Insurance and Business Cryptography

Metrics

Applications Evaluated
386
Granted Applications
209
Non-Granted Applications
177
Avg OA / Grant
1.91
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3695 , 3744 , 3763
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 54.1% 1.91
Art Unit 27 30.9% 2.96
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% 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 2017; examiner may not yet have been active in the available dataset.
2017 33 15 45.5%
2018 30 12 40.0%
2019 40 18 45.0%
2020 18 8 44.4%
2021 34 22 64.7%
2022 47 36 76.6%
2023 49 38 77.6%
2024 57 41 71.9%
2025 64 19 29.7%
2026 14 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 393 22.1% 14.5% 59.3% 1.8%
2 223 29.6% 4.5% 62.3% 3.1%
3 105 35.2% 0.0% 60.0% 3.8%
4 51 31.4% 0.0% 64.7% 3.9%
5 12 58.3% 0.0% 41.7% 0.0%
6 4 25.0% 0.0% 50.0% 25.0%
7 4 50.0% 0.0% 25.0% 25.0%
8 2 100.0% 0.0% 0.0% 0.0%
9 1 100.0% 0.0% 0.0% 0.0%
10 1 100.0% 0.0% 0.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
100.0%
2008
0.0%
2010
0.0%
2011
100.0%
2012
0.0%
2013
0.0%
2014
0.0%
2016
0.0%
2017
0.0%
2018
4.1%
2019
12.7%
2020
44.7%
2021
58.6%
2022
52.3%
2023
49.4%
2024
42.0%
2025
42.9%
2026

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