AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Zahra Elkassabgi

Examiner Zahra Elkassabgi appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 25.4%, they average 3.72 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.72
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Examiner Details

Observed Examiner Years
17 years (2010-2026)
Phone
(571) 270-7943
Predicted Supervisor
Rob Wu
Supervisor Phone
(571) 272-6045
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3620 - Business Methods: Incentive Programs, POS, Inventory, Accounting, Shipping

Metrics

Applications Evaluated
283
Granted Applications
72
Non-Granted Applications
211
Avg OA / Grant
3.72
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3623 , 3684
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 25.4% 3.72
Art Unit 43 27.8% 2.96
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% 2010 2011 2012 2013 2014 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 2010; examiner may not yet have been active in the available dataset.
2010 1 0 0.0%
2011 6 0 0.0%
2012 18 4 22.2%
2013 11 1 9.1%
2014 19 0 0.0%
2015 14 1 7.1%
2016 22 2 9.1%
2017 16 2 12.5%
2018 26 4 15.4%
2019 24 11 45.8%
2020 22 7 31.8%
2021 15 8 53.3%
2022 15 9 60.0%
2023 22 13 59.1%
2024 23 10 43.5%
2025 11 0 0.0%
2026 18 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 281 4.3% 7.8% 85.1% 1.1%
2 207 14.0% 4.3% 80.7% 0.0%
3 130 20.0% 3.1% 75.4% 0.8%
4 102 18.6% 2.0% 76.5% 2.0%
5 62 22.6% 0.0% 74.2% 3.2%
6 47 25.5% 0.0% 72.3% 2.1%
7 24 12.5% 4.2% 79.2% 4.2%
8 19 26.3% 5.3% 68.4% 0.0%
9 14 14.3% 7.1% 78.6% 0.0%
10 10 30.0% 10.0% 60.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
66.7%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
3.1%
2014
6.8%
2015
12.5%
2016
14.5%
2017
12.2%
2018
25.4%
2019
30.8%
2020
4.3%
2021
14.3%
2022
19.0%
2023
32.1%
2024
37.5%
2025
42.1%
2026

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