Examiner Michael Cuff

Grant ratio: 77.0% (95th percentile in Art Unit 3716 among examiners with at least 20 applications). Average office actions per grant: 1.66. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 77.0%
Average office actions / grant 1.66
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
74494
Primary art unit
3716
Work group
3710
Technology center
3700
Applications
736
Granted applications
567
Examiner phone
(571) 272-6778
Supervisor
Xuan Thai
Supervisor phone
(571) 272-7147

Save this analysis

Download this examiner report.

Log in / Sign Up to export

Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 12 53.6% 2.25
Group 173 39.0% 2.15
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.67 1,226 office actions across 736 applications
Applications with office actions 99.9% 735 applications
Office actionsApplicationsShare of applications
No OA observed 1 0.1%
1 OA 470 63.9%
2 OAs 154 20.9%
3 OAs 51 6.9%
4 OAs 35 4.8%
5+ OAs 25 3.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 100.0% 2008 2009: 66.7% 2009 2010: 83.3% 2010 2011: 100.0% 2011 2012: 74.1% 2012 2013: 86.1% 2013 2014: 79.4% 2014 2015: 68.2% 2015 2016: 74.7% 2016 2017: 84.3% 2017 2018: 82.8% 2018 2019: 77.6% 2019 2020: 88.7% 2020 2021: 83.8% 2021 2022: 90.9% 2022 2023: 93.0% 2023 2024: 84.4% 2024 2025: 57.5% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200844100.0%
20093266.7%
20106583.3%
20111212100.0%
2012544074.1%
2013363186.1%
2014342779.4%
2015443068.2%
2016755674.7%
2017514384.3%
2018645382.8%
2019584577.6%
2020534788.7%
2021373183.8%
2022444090.9%
2023434093.0%
2024453884.4%
2025402357.5%
20263300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 735 11.4% 11.3% 48.0% 3.4%
Action 2 265 14.3% 13.2% 58.5% 2.6%
Action 3 111 9.9% 9.9% 67.6% 3.6%
Action 4 60 11.7% 11.7% 65.0% 1.7%
Action 5 25 12.0% 8.0% 72.0% 8.0%
Action 6 16 18.8% 6.3% 68.8% 6.3%
Action 7 7 14.3% 0.0% 85.7% 0.0%
Action 8 4 25.0% 0.0% 75.0% 0.0%
Action 9 3 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 19.0% 29 of 153 office actions
All years 12.1% 148 of 1,226 office actions
Change +6.9 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%
0.0%
0.0%
0.0%
1.0%
2.8%
2014: Alice
14.5%
37.6%
16.4%
14.1%
10.8%
2019: PEG
16.2%
8.9%
6.6%
10.5%
11.3%
2024: AI examples
20.0%
2025: August memo
16.7%
27.3%

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

PTAB appeals

Matched decisions: 9. Merits outcomes: 8 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
11.1% 1/9 decisions
Full or partial reversal rate
11.1% 1/9 decisions
Median appeal duration
12.2 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Dec. 27, 2023 16/385,828 Affirmed §102 · §103
Jun. 30, 2020 15/059,012 Affirmed §101 · §103 · §112
Jul. 9, 2019 15/657,160 Affirmed §103
May. 31, 2018 14/033,082 Affirmed §101 · §112
Dec. 13, 2017 14/273,535 Affirmed §101
Nov. 22, 2017 13/357,498 Affirmed §101
Sep. 15, 2017 14/458,753 Affirmed §101 · §103
Nov. 25, 2016 14/235,854 Affirmed New ground of rejection N/A
Mar. 27, 2012 10/417,774 Reversed §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.

Job History

These are temporarily preserved for your convenience, but expire quickly for your security. We never save substantive inputs, pasted text, and/or uploaded files.

Jobs will appear here.