Examiner Nicole F. Lavert

Grant ratio: 82.0% (92nd percentile in Art Unit 3762 among examiners with at least 20 applications). Average office actions per grant: 2.04. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 82.0%
Average office actions / grant 2.04
Compared with Art unit About average
Compared with Work group Very easy
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
84406
Primary art unit
3762
Work group
3760
Technology center
3700
Applications
1,421
Granted applications
1,165
Examiner phone
(571) 270-5040
Supervisor
David Hamaoui
Supervisor phone
(571) 270-5625

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 59 58.2% 1.97
Group 384 48.9% 2.11
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.01 2,859 office actions across 1,421 applications
Applications with office actions 99.3% 1,411 applications
Office actionsApplicationsShare of applications
No OA observed 10 0.7%
1 OA 574 40.4%
2 OAs 541 38.1%
3 OAs 135 9.5%
4 OAs 71 5.0%
5+ OAs 90 6.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2007: 0.0% 2007 2008: 15.8% 2008 2009: 33.3% 2009 2010: 83.5% 2010 2011: 88.9% 2011 2012: 93.3% 2012 2013: 92.3% 2013 2014: 92.8% 2014 2015: 92.5% 2015 2016: 89.2% 2016 2017: 90.7% 2017 2018: 88.3% 2018 2019: 94.9% 2019 2020: 86.5% 2020 2021: 93.6% 2021 2022: 89.5% 2022 2023: 89.9% 2023 2024: 90.7% 2024 2025: 57.9% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2007100.0%
200819315.8%
2009331133.3%
2010917683.5%
20111089688.9%
2012898393.3%
20131049692.3%
2014696492.8%
2015938692.5%
2016938389.2%
2017867890.7%
20181119888.3%
2019797594.9%
2020897786.5%
2021474493.6%
2022575189.5%
2023696289.9%
2024544990.7%
2025573357.9%
20267200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,411 5.3% 45.3% 34.9% 1.0%
Action 2 837 2.9% 29.2% 61.2% 1.4%
Action 3 296 6.1% 10.1% 76.0% 2.7%
Action 4 161 4.3% 5.0% 84.5% 3.1%
Action 5 90 3.3% 4.4% 86.7% 1.1%
Action 6 39 0.0% 0.0% 97.4% 0.0%
Action 7 15 0.0% 0.0% 93.3% 6.7%
Action 8 9 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 0.0% 100.0%

Section 101 rejections

Last 3 years 10.4% 39 of 376 office actions
All years 4.4% 127 of 2,859 office actions
Change +5.9 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%
0.7%
0.0%
0.9%
3.0%
13.3%
2014: Alice
14.0%
5.8%
6.1%
6.3%
1.8%
2019: PEG
0.0%
7.0%
0.0%
0.7%
7.7%
2024: AI examples
8.8%
2025: August memo
12.8%
9.6%

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

PTAB appeals

Matched decisions: 20. Merits outcomes: 5 affirmed, 5 affirmed in part, and 10 reversed.

Full reversal rate
50.0% 10/20 decisions
Full or partial reversal rate
75.0% 15/20 decisions
Median appeal duration
26.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 20, 2017 13/564,057 Affirmed §102 · §103
May. 25, 2016 13/307,827 Reversed §102
Feb. 5, 2016 11/961,720 Affirmed in part §102
Jan. 27, 2016 13/280,918 Reversed N/A
Sep. 18, 2015 12/565,910 Affirmed in part N/A
May. 28, 2015 11/549,591 Reversed N/A
Apr. 23, 2015 11/316,123 Reversed N/A
Oct. 7, 2014 12/391,666 Reversed §102
Aug. 7, 2013 11/591,279 Affirmed in part §103
Jul. 10, 2013 11/539,824 Affirmed N/A
Mar. 13, 2013 11/208,922 Reversed §103
Feb. 28, 2013 11/591,193 Affirmed N/A

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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