Examiner Marsha Tsay

Grant ratio: 41.7% (28th percentile in Art Unit 1656 among examiners with at least 20 applications). Average office actions per grant: 2.71. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 41.7%
Average office actions / grant 2.71
Compared with Art unit Very hard
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO Very hard

Examiner record

Examiner ID
80388
Primary art unit
1656
Work group
1650
Technology center
1600
Applications
909
Granted applications
379
Examiner phone
(571) 272-2938
Supervisor
Manjunath N. Rao
Supervisor phone
(571) 272-0939

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 28 45.8% 1.73
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 2.66 2,416 office actions across 909 applications
Applications with office actions 98.8% 898 applications
Office actionsApplicationsShare of applications
No OA observed 11 1.2%
1 OA 267 29.4%
2 OAs 281 30.9%
3 OAs 109 12.0%
4 OAs 119 13.1%
5+ OAs 122 13.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 48.6% 2008 2009: 47.7% 2009 2010: 47.1% 2010 2011: 41.4% 2011 2012: 52.7% 2012 2013: 33.3% 2013 2014: 25.0% 2014 2015: 43.9% 2015 2016: 45.8% 2016 2017: 33.3% 2017 2018: 53.3% 2018 2019: 53.2% 2019 2020: 58.8% 2020 2021: 51.1% 2021 2022: 50.0% 2022 2023: 44.3% 2023 2024: 42.2% 2024 2025: 34.9% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008371848.6%
2009442147.7%
2010512447.1%
2011582441.4%
2012552952.7%
2013421433.3%
2014481225.0%
2015411843.9%
2016482245.8%
2017391333.3%
2018452453.3%
2019472553.2%
2020513058.8%
2021452351.1%
2022422150.0%
2023612744.3%
2024451942.2%
2025431534.9%
20266700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 898 0.4% 5.1% 52.1% 4.0%
Action 2 631 1.1% 4.1% 58.0% 5.4%
Action 3 350 0.3% 1.7% 65.4% 6.0%
Action 4 241 0.4% 1.2% 66.8% 3.3%
Action 5 122 0.8% 0.8% 64.8% 4.9%
Action 6 77 0.0% 1.3% 72.7% 1.3%
Action 7 43 0.0% 0.0% 65.1% 7.0%
Action 8 23 0.0% 0.0% 73.9% 0.0%
Action 9 14 0.0% 0.0% 71.4% 7.1%
Action 10 10 0.0% 0.0% 90.0% 0.0%

Section 101 rejections

Last 3 years 0.9% 3 of 338 office actions
All years 0.6% 14 of 2,416 office actions
Change +0.3 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%
0.8%
0.0%
0.7%
0.7%
2.7%
2014: Alice
0.0%
0.0%
0.7%
0.0%
0.8%
2019: PEG
0.8%
0.9%
0.0%
0.0%
0.7%
2024: AI examples
1.7%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 18. Merits outcomes: 14 affirmed, 0 affirmed in part, and 4 reversed.

Full reversal rate
22.2% 4/18 decisions
Full or partial reversal rate
22.2% 4/18 decisions
Median appeal duration
15.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 6, 2025 16/453,717 Affirmed §103 · §112
Apr. 17, 2025 16/640,568 Affirmed §103
Apr. 2, 2025 16/931,266 Affirmed §103
Jan. 12, 2024 16/332,289 Affirmed §103
Jun. 7, 2023 15/177,681 Affirmed §103 · §112
Mar. 31, 2023 16/767,623 Affirmed §103 · §120
Jul. 11, 2022 14/803,677 Affirmed N/A
Sep. 16, 2019 14/928,689 Affirmed §103
Apr. 11, 2018 13/001,187 Reversed §103
Oct. 31, 2017 12/597,118 Reversed §103
May. 22, 2017 13/002,797 Affirmed §102 · §103
May. 5, 2017 13/143,196 Affirmed §101 · §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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