Examiner Natalie Moss

Grant ratio: 26.6% (45th percentile in Art Unit 1653 among examiners with at least 20 applications). Average office actions per grant: 2.27. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 26.6%
Average office actions / grant 2.27
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
87616
Primary art unit
1653
Work group
1650
Technology center
1600
Applications
602
Granted applications
160
Examiner phone
(571) 270-7439
Supervisor
Sharmila Landau
Supervisor phone
(571) 272-0614

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 30 28.7% 2.39
Group 208 40.4% 2.00
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.34 2,021 office actions across 605 applications
Applications with office actions 100.0% 605 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 161 26.6%
2 OAs 154 25.5%
3 OAs 80 13.2%
4 OAs 69 11.4%
5+ OAs 141 23.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2011: 31.3% 2011 2012: 64.4% 2012 2013: 75.4% 2013 2014: 67.6% 2014 2015: 59.6% 2015 2016: 26.7% 2016 2017: 5.6% 2017 2018: 6.3% 2018 2019: 6.8% 2019 2020: 7.4% 2020 2021: 8.7% 2021 2022: 4.5% 2022 2023: 0.0% 2023 2024: 0.0% 2024 2025: 2.4% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201116531.3%
2012593864.4%
2013574375.4%
2014372567.6%
2015472859.6%
201630826.7%
20173625.6%
20183226.3%
20194436.8%
20202727.4%
20212328.7%
20222214.5%
20233400.0%
20242400.0%
20254212.4%
20267200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 605 0.3% 14.0% 71.2% 7.6%
Action 2 444 1.4% 10.4% 77.7% 5.9%
Action 3 290 1.4% 6.2% 83.1% 5.9%
Action 4 210 1.0% 3.8% 85.7% 5.2%
Action 5 141 0.7% 2.1% 91.5% 2.8%
Action 6 108 3.7% 0.9% 90.7% 0.0%
Action 7 68 2.9% 0.0% 89.7% 0.0%
Action 8 42 4.8% 4.8% 83.3% 2.4%
Action 9 32 3.1% 3.1% 87.5% 0.0%
Action 10 25 0.0% 4.0% 88.0% 0.0%

Section 101 rejections

Last 3 years 0.5% 2 of 407 office actions
All years 1.2% 24 of 2,021 office actions
Change -0.7 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
6.7%
2.9%
1.8%
0.6%
0.6%
2019: PEG
1.2%
0.0%
1.0%
0.0%
1.3%
2024: AI examples
1.6%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 12. Merits outcomes: 5 affirmed, 3 affirmed in part, and 4 reversed.

Full reversal rate
33.3% 4/12 decisions
Full or partial reversal rate
58.3% 7/12 decisions
Median appeal duration
12.4 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 15, 2026 15/170,337 Affirmed §103 · §112
May. 8, 2025 15/410,948 Affirmed §103
Dec. 5, 2023 15/862,201 Affirmed in part §103
Oct. 12, 2023 15/174,540 Reversed §103 · §112
Jun. 3, 2021 14/504,893 Reversed §103
Apr. 21, 2021 14/353,299 Affirmed in part §100 · §103 · §112
Oct. 30, 2020 12/640,913 Reversed §103
Feb. 24, 2020 14/236,152 Affirmed §103
Nov. 26, 2019 14/524,858 Reversed §103
Feb. 13, 2019 13/760,774 Affirmed §103
Feb. 6, 2018 13/786,956 Affirmed §101 · §102
Apr. 26, 2017 14/372,978 Affirmed in part §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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