AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Natalya M Rapundalo

Potentially inactive Last observed office action: October 2025 (5 months ago).

Examiner Natalya M Rapundalo appears to be about average relative to their peer examiners. Their lifetime grant ratio is 95.9%, they average 1.31 office actions per granted patent, and their rejection profile is dominated by §112 and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Easy
Average OA / Grant 1.31
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Examiner Details

Observed Examiner Years
5 years (2021-2025)
Tech Center
2900 - Designs
Group
2900-WG - 2900-WG

Metrics

Applications Evaluated
314
Granted Applications
301
Non-Granted Applications
13
Avg OA / Grant
1.31
Last OA Observed
October 2025 (5 months ago)
Art Units Seen
2921
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 95.9% 1.31
Art Unit 23 95.7% 1.25
Group 461 95.1% 1.19
Tech Center 486 94.9% 1.20
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2021 2022 2023 2024 2025
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 67 67 100.0%
2022 78 78 100.0%
2023 87 82 94.3%
2024 67 66 98.5%
2025 15 8 53.3%
No observed data after 2025; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 314 0.0% 8.9% 2.9% 81.5%
2 87 0.0% 13.8% 1.1% 78.2%
3 7 0.0% 0.0% 0.0% 85.7%
4 1 0.0% 0.0% 0.0% 100.0%