AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lauren Wells

Examiner Lauren Wells appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 27.3%, they average 2.06 office actions per granted patent, and their rejection profile leans toward ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.06
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Examiner Details

Observed Examiner Years
6 years (2021-2026)
Phone
(571) 272-7316
Predicted Supervisor
Robert Havlin
Supervisor Phone
(571) 272-9066
Tech Center
1600 - Biotechnology and Organic
Group
1620 - Biomedicinal Chemistry

Metrics

Applications Evaluated
289
Granted Applications
79
Non-Granted Applications
210
Avg OA / Grant
2.06
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1622
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 27.3% 2.06
Art Unit 17 43.4% 1.68
Group 248 48.3% 1.76
Tech Center 1,349 39.5% 2.02
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 1 0 0.0%
2022 45 14 31.1%
2023 58 22 37.9%
2024 65 27 41.5%
2025 77 16 20.8%
2026 43 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 281 0.4% 6.8% 42.7% 3.6%
2 175 0.0% 6.3% 54.3% 6.3%
3 91 0.0% 2.2% 44.0% 6.6%
4 54 0.0% 3.7% 59.3% 1.9%
5 23 0.0% 4.3% 52.2% 4.3%
6 9 0.0% 0.0% 55.6% 11.1%
7 1 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
0.7%
2025
0.0%
2026

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