AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Tanner Luke Cullen

Examiner Tanner Luke Cullen appears to be about average relative to their peer examiners. Their lifetime grant ratio is 54.1%, they average 1.96 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Easy
Difficulty vs USPTO About Average
Average OA / Grant 1.96
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(303) 297-4384
Predicted Supervisor
Khoi Tran
Supervisor Phone
(571) 272-6919
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3660 - VCaR - Robot Control, Vehicle Navigation and Data Processing: Vehicles and Relative Location

Metrics

Applications Evaluated
196
Granted Applications
106
Non-Granted Applications
90
Avg OA / Grant
1.96
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3656 , 3664
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 54.1% 1.96
Art Unit 74 61.1% 1.72
Group 457 55.5% 1.86
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% 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 2021; examiner may not yet have been active in the available dataset.
2021 32 27 84.4%
2022 34 24 70.6%
2023 38 23 60.5%
2024 33 20 60.6%
2025 37 12 32.4%
2026 22 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 196 2.6% 2.6% 85.2% 7.7%
2 123 2.4% 1.6% 93.5% 1.6%
3 61 0.0% 1.6% 96.7% 1.6%
4 30 0.0% 0.0% 100.0% 0.0%
5 8 0.0% 0.0% 100.0% 0.0%
6 4 0.0% 0.0% 100.0% 0.0%
7 3 0.0% 0.0% 100.0% 0.0%
8 2 0.0% 0.0% 100.0% 0.0%
9 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2020
3.0%
2021
0.0%
2022
0.0%
2023
1.3%
2024
3.6%
2025
9.1%
2026

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