AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Vaishali Shah

Examiner Vaishali Shah appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 48.0%, they average 3.53 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 3.53
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Examiner Details

Observed Examiner Years
11 years (2016-2026)
Phone
(571) 272-8532
Predicted Supervisor
Ajay Bhatia
Supervisor Phone
(571) 272-3906
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2150 - Databases and File Management

Metrics

Applications Evaluated
250
Granted Applications
120
Non-Granted Applications
130
Avg OA / Grant
3.53
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2156 , 2158
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 48.0% 3.53
Art Unit 22 59.0% 2.62
Group 120 60.4% 2.66
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2016 2017 2018 2019 2020 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 2016; examiner may not yet have been active in the available dataset.
2016 1 0 0.0%
2017 18 2 11.1%
2018 18 5 27.8%
2019 21 7 33.3%
2020 24 17 70.8%
2021 29 19 65.5%
2022 39 25 64.1%
2023 26 17 65.4%
2024 27 20 74.1%
2025 29 8 27.6%
2026 18 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 231 0.4% 0.4% 97.4% 0.9%
2 210 0.0% 0.0% 98.6% 1.0%
3 144 1.4% 0.0% 96.5% 1.4%
4 100 1.0% 1.0% 95.0% 3.0%
5 49 0.0% 0.0% 98.0% 2.0%
6 31 0.0% 0.0% 96.8% 3.2%
7 13 0.0% 0.0% 92.3% 7.7%
8 8 0.0% 0.0% 100.0% 0.0%
9 4 0.0% 0.0% 100.0% 0.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2016
0.0%
2017
2.7%
2018
0.0%
2019
1.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
1.5%
2025
0.0%
2026

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