AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Zakiya W. Bates

Examiner Zakiya W. Bates appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 87.7%, they average 1.49 office actions per granted patent, and their rejection profile leans toward ยง103.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.49
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-7039
Predicted Supervisor
Doug Hutton
Supervisor Phone
(571) 272-4137
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3670 - Wells, Earth Boring/Moving, Mining, Harvesters, Bridges, Roads, Petroleum

Metrics

Applications Evaluated
1,313
Granted Applications
1,151
Non-Granted Applications
162
Avg OA / Grant
1.49
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3674 , 3676 , 3679
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 87.7% 1.49
Art Unit 17 65.0% 2.05
Group 235 60.7% 1.84
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% 2008 2009 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 2008; examiner may not yet have been active in the available dataset.
2008 47 36 76.6%
2009 123 118 95.9%
2010 79 70 88.6%
2011 81 76 93.8%
2012 61 59 96.7%
2013 78 71 91.0%
2014 70 61 87.1%
2015 74 61 82.4%
2016 71 59 83.1%
2017 98 84 85.7%
2018 82 76 92.7%
2019 97 88 90.7%
2020 65 56 86.2%
2021 48 42 87.5%
2022 50 48 96.0%
2023 70 64 91.4%
2024 53 50 94.3%
2025 54 32 59.3%
2026 12 0 0.0%

1,151 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,313 1.8% 28.9% 42.7% 6.2%
2 416 0.2% 33.2% 41.8% 7.2%
3 146 0.0% 40.4% 39.7% 3.4%
4 52 0.0% 48.1% 42.3% 3.8%
5 19 0.0% 42.1% 36.8% 0.0%
6 5 0.0% 40.0% 40.0% 0.0%
7 1 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 100.0% 0.0% 0.0%
9 1 0.0% 100.0% 0.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
2.8%
2008
1.7%
2009
0.8%
2010
0.8%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
2.8%
2016
2.9%
2017
0.9%
2018
0.0%
2019
0.0%
2020
4.6%
2021
0.0%
2022
0.0%
2023
2.7%
2024
1.8%
2025
0.0%
2026

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