AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Paul J. Mueller

Examiner Paul J. Mueller appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 53.3%, they average 2.46 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 Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.46
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
5 years (2022-2026)
Phone
(571) 272-1875
Predicted Supervisor
Daniel C. Washburn
Supervisor Phone
(571) 272-5551
Tech Center
2600 - Communications
Group
2650 - Speech Signal Processing, Linguistics, and Audio Compression

Metrics

Applications Evaluated
152
Granted Applications
81
Non-Granted Applications
71
Avg OA / Grant
2.46
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2657
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 53.3% 2.46
Art Unit 29 53.7% 1.97
Group 207 61.5% 1.87
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2022; examiner may not yet have been active in the available dataset.
2022 11 8 72.7%
2023 34 23 67.6%
2024 44 32 72.7%
2025 44 18 40.9%
2026 19 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 148 4.7% 1.4% 89.2% 0.7%
2 98 2.0% 1.0% 96.9% 0.0%
3 47 0.0% 2.1% 95.7% 2.1%
4 26 0.0% 0.0% 92.3% 3.8%
5 10 0.0% 0.0% 90.0% 10.0%
6 6 0.0% 0.0% 100.0% 0.0%
7 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2022
0.0%
2023
0.9%
2024
8.2%
2025
10.5%
2026

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