AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michael M. Sofroniou

Examiner Michael M. Sofroniou 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 elevated §112 usage.

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) 272-0287
Predicted Supervisor
John M. Villecco
Supervisor Phone
(571) 272-7319
Tech Center
2600 - Communications
Group
2660 - Image Analysis and Pattern Recognition

Metrics

Applications Evaluated
10
Granted Applications
0
Non-Granted Applications
10
Avg OA / Grant
N/A
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2661
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 0.0% N/A
Art Unit 33 65.2% 1.61
Group 289 65.3% 1.66
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% 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 2 0 0.0%
2026 8 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 10 0.0% 0.0% 70.0% 30.0%