AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Randy Gruby

Examiner Randy Gruby appears to be about average relative to their peer examiners. Their lifetime grant ratio is 57.8%, they average 1.80 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU Very Hard
Difficulty vs Group About Average
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.80
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 272-3415
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3750 - Fluid Handling and Dispensing

Metrics

Applications Evaluated
490
Granted Applications
283
Non-Granted Applications
207
Avg OA / Grant
1.80
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3754
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 57.8% 1.80
Art Unit 48 57.9% 1.69
Group 158 55.5% 1.75
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% 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 2012; examiner may not yet have been active in the available dataset.
2012 4 1 25.0%
2013 35 19 54.3%
2014 43 30 69.8%
2015 34 20 58.8%
2016 42 29 69.0%
2017 41 26 63.4%
2018 47 27 57.4%
2019 37 23 62.2%
2020 47 35 74.5%
2021 29 21 72.4%
2022 24 11 45.8%
2023 31 17 54.8%
2024 23 14 60.9%
2025 33 10 30.3%
2026 20 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 490 1.0% 20.0% 60.2% 18.0%
2 229 0.4% 14.8% 37.1% 47.6%
3 111 0.0% 11.7% 44.1% 43.2%
4 61 0.0% 26.2% 36.1% 36.1%
5 25 0.0% 24.0% 40.0% 36.0%
6 12 0.0% 33.3% 25.0% 41.7%
7 5 0.0% 20.0% 0.0% 80.0%
8 4 0.0% 0.0% 75.0% 25.0%
9 1 0.0% 0.0% 0.0% 100.0%
10 1 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
1.3%
2016
1.3%
2017
1.5%
2018
0.0%
2019
1.3%
2020
0.0%
2021
2.3%
2022
0.0%
2023
1.7%
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.