Examiner Michael Tsai

Grant ratio: 59.7% (59th percentile in Art Unit 3771 among examiners with at least 20 applications). Average office actions per grant: 2.28. Most common rejection type: §103.

Appears inactive Last office action in data: March 2026
Grant ratio 59.7%
Average office actions / grant 2.28
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
88327
Primary art unit
3771
Work group
3770
Technology center
3700
Applications
429
Granted applications
256

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 72 53.8% 1.94
Group 269 49.0% 2.08
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.22 954 office actions across 429 applications
Applications with office actions 98.6% 423 applications
Office actionsApplicationsShare of applications
No OA observed 6 1.4%
1 OA 179 41.7%
2 OAs 115 26.8%
3 OAs 51 11.9%
4 OAs 38 8.9%
5+ OAs 40 9.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2010: 100.0% 2010 2012: 28.6% 2012 2013: 60.5% 2013 2014: 45.5% 2014 2015: 42.9% 2015 2016: 50.0% 2016 2017: 53.8% 2017 2018: 66.7% 2018 2019: 68.4% 2019 2020: 71.4% 2020 2021: 75.0% 2021 2022: 82.8% 2022 2023: 81.0% 2023 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201011100.0%
201221628.6%
2013382360.5%
2014331545.5%
2015421842.9%
2016482450.0%
2017522853.8%
2018422866.7%
2019382668.4%
2020352571.4%
2021282175.0%
2022292482.8%
2023211781.0%
2026100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 423 0.9% 4.3% 67.8% 5.0%
Action 2 244 0.8% 3.7% 77.5% 2.9%
Action 3 129 0.0% 3.1% 86.0% 2.3%
Action 4 78 0.0% 2.6% 82.1% 5.1%
Action 5 40 0.0% 2.5% 77.5% 10.0%
Action 6 20 0.0% 5.0% 90.0% 0.0%
Action 7 10 0.0% 10.0% 90.0% 0.0%
Action 8 5 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 6 office actions
All years 0.6% 6 of 954 office actions
Change -0.6 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%
0.9%
2014: Alice
0.0%
1.0%
1.6%
0.0%
0.0%
2019: PEG
0.0%
1.7%
2.1%
0.0%
0.0%
0.0%

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

PTAB appeals

Matched decisions: 12. Merits outcomes: 7 affirmed, 1 affirmed in part, and 4 reversed.

Full reversal rate
33.3% 4/12 decisions
Full or partial reversal rate
41.7% 5/12 decisions
Median appeal duration
17.8 months
New grounds of rejection
2
Recent decisions
DecisionApplicationOutcomeIssues
Dec. 4, 2018 14/022,998 Affirmed §103
Nov. 27, 2018 13/087,629 Affirmed §103
Oct. 31, 2018 13/665,100 Reversed §103
Aug. 29, 2018 13/543,813 Affirmed §103
Sep. 8, 2017 11/887,537 Reversed §102 · §103
Aug. 31, 2017 12/828,133 Affirmed §103
Jun. 15, 2017 13/719,598 Affirmed New ground of rejection §103
Jun. 2, 2017 12/600,195 Reversed §103
Mar. 21, 2017 11/988,931 Affirmed §102 · §103
Nov. 23, 2016 12/997,897 Affirmed §103
Oct. 19, 2016 13/492,909 Affirmed in part N/A
Jul. 28, 2016 11/988,541 Reversed New ground of rejection §103 · §112

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.

Job History

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