Examiner Laura M. Lee

Grant ratio: 50.7% (63rd percentile in Art Unit 3724 among examiners with at least 20 applications). Average office actions per grant: 2.77. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 50.7%
Average office actions / grant 2.77
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center About average
Compared with USPTO Very hard

Examiner record

Examiner ID
81931
Primary art unit
3724
Work group
3720
Technology center
3700
Applications
1,031
Granted applications
523
Examiner phone
(571) 272-8339
Supervisor
Adam Eiseman
Supervisor phone
(571) 270-3818

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 31 41.3% 2.15
Group 314 51.5% 1.76
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.51 2,583 office actions across 1,031 applications
Applications with office actions 99.6% 1,027 applications
Office actionsApplicationsShare of applications
No OA observed 4 0.4%
1 OA 336 32.6%
2 OAs 312 30.3%
3 OAs 145 14.1%
4 OAs 114 11.1%
5+ OAs 120 11.6%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 31.4% 2008 2009: 34.4% 2009 2010: 54.4% 2010 2011: 41.5% 2011 2012: 64.0% 2012 2013: 37.1% 2013 2014: 35.7% 2014 2015: 49.0% 2015 2016: 52.5% 2016 2017: 50.8% 2017 2018: 66.7% 2018 2019: 58.3% 2019 2020: 75.5% 2020 2021: 73.8% 2021 2022: 70.4% 2022 2023: 76.1% 2023 2024: 62.5% 2024 2025: 39.1% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008511631.4%
2009612134.4%
2010683754.4%
2011652741.5%
2012503264.0%
2013702637.1%
2014421535.7%
2015492449.0%
2016613252.5%
2017593050.8%
2018513466.7%
2019603558.3%
2020493775.5%
2021423173.8%
2022543870.4%
2023463576.1%
2024563562.5%
2025461839.1%
20265100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,027 0.0% 17.3% 70.0% 9.1%
Action 2 691 0.0% 11.7% 74.5% 11.1%
Action 3 379 0.0% 8.4% 81.3% 7.1%
Action 4 234 0.0% 4.7% 80.3% 11.5%
Action 5 120 0.0% 6.7% 80.0% 10.8%
Action 6 69 0.0% 2.9% 88.4% 7.2%
Action 7 32 0.0% 0.0% 90.6% 9.4%
Action 8 16 0.0% 0.0% 100.0% 0.0%
Action 9 8 0.0% 0.0% 100.0% 0.0%
Action 10 4 0.0% 0.0% 50.0% 25.0%

Section 101 rejections

Last 3 years 0.0% 0 of 349 office actions
All years 0.0% 0 of 2,583 office actions
Change 0.0 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.0%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 24. Merits outcomes: 13 affirmed, 3 affirmed in part, and 8 reversed.

Full reversal rate
33.3% 8/24 decisions
Full or partial reversal rate
45.8% 11/24 decisions
Median appeal duration
25.1 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Jan. 27, 2026 17/148,288 Affirmed §103 · §112
Jan. 27, 2026 17/574,285 Affirmed §103
May. 1, 2020 15/086,336 Reversed §102 · §103
May. 29, 2018 14/149,551 Affirmed §102 · §103
Mar. 27, 2018 13/986,643 Affirmed §103 · §112
Mar. 27, 2018 14/298,223 Affirmed §103
Nov. 15, 2017 12/590,217 Reversed §102 · §103 · §112
Sep. 13, 2017 13/156,073 Reversed §102 · §103 · §112
May. 25, 2017 13/466,650 Reversed New ground of rejection §102 · §103 · §112
Feb. 13, 2017 13/379,707 Affirmed §103 · §112
Dec. 15, 2016 12/349,035 Reversed §102 · §103
Aug. 15, 2016 13/551,109 Reversed §102 · §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

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