AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ismail A Manejwala

Examiner Ismail A Manejwala appears to be about average relative to their peer examiners. Their lifetime grant ratio is 36.9%, they average 2.43 office actions per granted patent, and their rejection profile is dominated by §103 and meaningful §101 activity.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.43
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(571) 272-8904
Predicted Supervisor
Resha Desai
Supervisor Phone
(571) 270-7792
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3620 - Business Methods: Incentive Programs, POS, Inventory, Accounting, Shipping

Metrics

Applications Evaluated
176
Granted Applications
65
Non-Granted Applications
111
Avg OA / Grant
2.43
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3628
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 36.9% 2.43
Art Unit 66 30.9% 2.32
Group 362 27.1% 2.85
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2018; examiner may not yet have been active in the available dataset.
2018 8 2 25.0%
2019 12 5 41.7%
2020 25 9 36.0%
2021 20 6 30.0%
2022 23 17 73.9%
2023 16 10 62.5%
2024 22 10 45.5%
2025 39 6 15.4%
2026 11 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 159 18.2% 8.2% 70.4% 1.3%
2 109 33.0% 0.0% 64.2% 0.0%
3 67 40.3% 0.0% 56.7% 0.0%
4 42 61.9% 0.0% 38.1% 0.0%
5 19 63.2% 0.0% 36.8% 0.0%
6 10 80.0% 0.0% 20.0% 0.0%
7 7 85.7% 0.0% 14.3% 0.0%
8 5 100.0% 0.0% 0.0% 0.0%
9 3 100.0% 0.0% 0.0% 0.0%
10 3 100.0% 0.0% 0.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
4.3%
2019
21.0%
2020
34.6%
2021
27.5%
2022
34.2%
2023
61.3%
2024
64.7%
2025
45.5%
2026

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