AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Saba Ahmed

Potentially inactive Last observed office action: January 2026 (5 months ago).

Examiner Saba Ahmed appears to be about average relative to their peer examiners. Their lifetime grant ratio is 59.2%, they average 2.85 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 About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.85
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Examiner Details

Observed Examiner Years
12 years (2015-2026)
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2150 - Databases and File Management

Metrics

Applications Evaluated
331
Granted Applications
196
Non-Granted Applications
135
Avg OA / Grant
2.85
Last OA Observed
January 2026 (5 months ago)
Art Units Seen
2154
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 59.2% 2.85
Art Unit 14 67.5% 2.66
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% 2015 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 2015; examiner may not yet have been active in the available dataset.
2015 18 15 83.3%
2016 25 24 96.0%
2017 12 4 33.3%
2018 42 27 64.3%
2019 31 23 74.2%
2020 37 19 51.4%
2021 13 7 53.8%
2022 31 21 67.7%
2023 49 31 63.3%
2024 36 25 69.4%
2025 36 0 0.0%
2026 1 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 332 0.0% 26.5% 72.9% 0.0%
2 280 0.4% 23.6% 75.7% 0.0%
3 170 0.6% 14.1% 85.3% 0.0%
4 96 0.0% 11.5% 88.5% 0.0%
5 47 2.1% 2.1% 93.6% 0.0%
6 29 0.0% 0.0% 96.6% 0.0%
7 12 0.0% 0.0% 100.0% 0.0%
8 7 0.0% 0.0% 100.0% 0.0%
9 3 0.0% 0.0% 100.0% 0.0%
10 3 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.8%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.8%
2023
0.0%
2024
2.4%
2025
0.0%
2026

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