AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Thomas Randazzo

Examiner Thomas Randazzo appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 83.8%, they average 1.53 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.53
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(313) 446-4903
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3650 - Material and Article Handling

Metrics

Applications Evaluated
927
Granted Applications
777
Non-Granted Applications
150
Avg OA / Grant
1.53
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3651 , 3655
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 83.8% 1.53
Art Unit 28 64.7% 1.67
Group 239 60.7% 1.70
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% 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 1 0 0.0%
2013 60 36 60.0%
2014 83 61 73.5%
2015 72 59 81.9%
2016 92 85 92.4%
2017 81 72 88.9%
2018 91 84 92.3%
2019 77 71 92.2%
2020 76 67 88.2%
2021 64 57 89.1%
2022 53 51 96.2%
2023 61 56 91.8%
2024 62 57 91.9%
2025 45 21 46.7%
2026 9 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 923 3.5% 13.1% 60.8% 7.7%
2 328 0.6% 7.0% 81.4% 2.7%
3 101 0.0% 8.9% 87.1% 2.0%
4 50 0.0% 2.0% 92.0% 4.0%
5 23 0.0% 0.0% 95.7% 4.3%
6 8 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2012
0.0%
2013
0.0%
2014
0.8%
2015
3.8%
2016
2.5%
2017
4.2%
2018
2.1%
2019
3.7%
2020
1.1%
2021
2.9%
2022
1.4%
2023
6.2%
2024
8.5%
2025
0.0%
2026

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