AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Andrew H. Lam

Examiner Andrew H. Lam appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 81.2%, they average 1.53 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.53
Export
Word PDF

Create account to export.

Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 270-7969
Predicted Supervisor
Firmin Backer
Supervisor Phone
(571) 272-6703
Tech Center
2600 - Communications
Group
2670 - Image Analysis and Pattern Recognition

Metrics

Applications Evaluated
548
Granted Applications
445
Non-Granted Applications
103
Avg OA / Grant
1.53
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2671 , 2675 , 2682
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 81.2% 1.53
Art Unit 19 58.7% 1.81
Group 136 54.5% 1.79
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2012; examiner may not yet have been active in the available dataset.
2012 12 8 66.7%
2013 32 20 62.5%
2014 27 16 59.3%
2015 47 33 70.2%
2016 47 41 87.2%
2017 51 46 90.2%
2018 55 54 98.2%
2019 49 47 95.9%
2020 43 31 72.1%
2021 39 35 89.7%
2022 22 20 90.9%
2023 37 35 94.6%
2024 34 32 94.1%
2025 47 27 57.4%
2026 6 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 548 5.7% 17.5% 72.8% 2.6%
2 194 0.0% 13.9% 84.5% 0.5%
3 77 0.0% 14.3% 81.8% 2.6%
4 43 0.0% 7.0% 88.4% 2.3%
5 20 0.0% 0.0% 95.0% 0.0%
6 7 0.0% 0.0% 85.7% 14.3%
7 2 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2010
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
1.4%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
2.2%
2023
10.8%
2024
53.2%
2025
0.0%
2026

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