AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael S. Gzybowski

Examiner Michael S. Gzybowski appears to be about average relative to their peer examiners. Their lifetime grant ratio is 37.6%, they average 1.65 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 1.65
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Examiner Details

Observed Examiner Years
4 years (2023-2026)
Phone
(571) 270-3487
Predicted Supervisor
Jill Warden
Supervisor Phone
(571) 272-1267
Tech Center
1700 - Chemical and Materials Engineering
Group
1790 - Food, Analytical Chemistry, Sterilization, Biochemistry, Electrochemistry

Metrics

Applications Evaluated
218
Granted Applications
82
Non-Granted Applications
136
Avg OA / Grant
1.65
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1798
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 37.6% 1.65
Art Unit 28 50.5% 2.19
Group 307 37.1% 2.11
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% 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 2023; examiner may not yet have been active in the available dataset.
2023 21 15 71.4%
2024 64 44 68.8%
2025 94 23 24.5%
2026 39 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 217 0.5% 4.1% 80.2% 9.7%
2 111 4.5% 2.7% 84.7% 7.2%
3 37 2.7% 0.0% 86.5% 2.7%
4 17 0.0% 0.0% 82.4% 17.6%
5 5 0.0% 0.0% 100.0% 0.0%
6 4 0.0% 0.0% 100.0% 0.0%
7 1 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 0.0% 100.0%
9 1 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2023
1.4%
2024
1.9%
2025
5.1%
2026

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