AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Keith R Williams

Examiner Keith R Williams appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 0.0% and their rejection profile is dominated by §103 and occasional §101 rejections.

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

Observed Examiner Years
2 years (2025-2026)
Phone
(571) 272-3911
Predicted Supervisor
Amjad Abraham
Supervisor Phone
(571) 270-7058
Tech Center
1600 - Biotechnology and Organic
Group
1660 - Asexually Reproduced Plant Varieties and Transgenic Plants

Metrics

Applications Evaluated
35
Granted Applications
0
Non-Granted Applications
35
Avg OA / Grant
N/A
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1663
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 0.0% N/A
Art Unit 25 53.9% 1.49
Group 57 60.4% 1.46
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% 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 2025; examiner may not yet have been active in the available dataset.
2025 22 0 0.0%
2026 13 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 35 14.3% 11.4% 62.9% 2.9%
2 14 7.1% 7.1% 57.1% 14.3%
3 3 0.0% 0.0% 66.7% 33.3%
4 1 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2025: Aug. Memo
10.0%
2025
15.4%
2026

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