Examiner Ross Gushi

Grant ratio: 80.8% (68th percentile in Art Unit 2833 among examiners with at least 20 applications). Average office actions per grant: 1.43. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 80.8%
Average office actions / grant 1.43
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
76494
Primary art unit
2833
Work group
2830
Technology center
2800
Applications
1,512
Granted applications
1,222
Examiner phone
(571) 272-2005
Supervisor
Carl Layno
Supervisor phone
(571) 272-4949

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 37 71.2% 1.51
Group 354 67.0% 1.58
Tech Center 2,413 62.4% 1.69
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.48 2,233 office actions across 1,512 applications
Applications with office actions 99.9% 1,510 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.1%
1 OA 999 66.1%
2 OAs 379 25.1%
3 OAs 78 5.2%
4 OAs 37 2.4%
5+ OAs 17 1.1%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 77.8% 2008 2009: 77.5% 2009 2010: 80.5% 2010 2011: 79.5% 2011 2012: 80.5% 2012 2013: 84.0% 2013 2014: 81.5% 2014 2015: 87.5% 2015 2016: 81.0% 2016 2017: 85.4% 2017 2018: 80.9% 2018 2019: 94.9% 2019 2020: 85.2% 2020 2021: 91.7% 2021 2022: 87.7% 2022 2023: 90.5% 2023 2024: 94.2% 2024 2025: 66.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008634977.8%
20091027977.5%
2010877080.5%
2011887079.5%
2012776280.5%
2013816884.0%
2014927581.5%
2015807087.5%
2016846881.0%
2017897685.4%
2018897280.9%
2019797594.9%
2020816985.2%
2021726691.7%
2022817187.7%
2023746790.5%
2024696594.2%
2025755066.7%
20264900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,510 1.8% 31.9% 47.7% 17.9%
Action 2 511 0.4% 28.2% 58.3% 11.7%
Action 3 132 0.0% 17.4% 69.7% 8.3%
Action 4 54 0.0% 14.8% 77.8% 3.7%
Action 5 17 0.0% 29.4% 70.6% 0.0%
Action 6 6 0.0% 33.3% 50.0% 16.7%
Action 7 2 0.0% 0.0% 100.0% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.6% 2 of 320 office actions
All years 1.3% 29 of 2,233 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

1.0%
1.3%
2.3%
2.3%
0.0%
0.7%
2014: Alice
0.0%
1.9%
2.6%
2.9%
1.7%
2019: PEG
1.6%
1.7%
1.9%
0.0%
0.0%
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: 16. Merits outcomes: 11 affirmed, 1 affirmed in part, and 4 reversed.

Full reversal rate
25.0% 4/16 decisions
Full or partial reversal rate
31.3% 5/16 decisions
Median appeal duration
14.1 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Sep. 2, 2025 17/824,381 Affirmed §102 · §103 · §112
Jul. 9, 2025 18/055,464 Affirmed in part §103
Nov. 29, 2024 16/531,934 Affirmed §103 · §112
Jan. 7, 2021 15/281,864 Reversed §103
Aug. 26, 2020 15/321,878 Affirmed §103
Jan. 22, 2020 15/341,102 Affirmed §102 · §103
Sep. 14, 2018 13/440,016 Affirmed §103 · §112
Oct. 30, 2017 14/583,357 Affirmed §103
Jun. 16, 2017 13/579,622 Affirmed §102 · §103 · §112
Nov. 28, 2016 13/604,017 Affirmed N/A
Sep. 30, 2014 12/117,888 Reversed N/A
Mar. 27, 2014 12/389,018 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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