Examiner Rosalynd Keys

Grant ratio: 57.1% (59th percentile in Art Unit 1671 among examiners with at least 20 applications). Average office actions per grant: 2.01. Most common rejection type: §103.

Appears inactive Last office action in data: November 2024
Grant ratio 57.1%
Average office actions / grant 2.01
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center Very easy
Compared with USPTO About average

Examiner record

Examiner ID
72409
Primary art unit
1671
Work group
1620
Technology center
1600
Applications
862
Granted applications
492

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 15 32.5% 1.60
Group 252 46.0% 1.76
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.14 1,883 office actions across 881 applications
Applications with office actions 100.0% 881 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 375 42.6%
2 OAs 280 31.8%
3 OAs 90 10.2%
4 OAs 72 8.2%
5+ OAs 64 7.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 38.9% 2008 2009: 51.4% 2009 2010: 48.3% 2010 2011: 34.0% 2011 2012: 47.5% 2012 2013: 55.1% 2013 2014: 71.9% 2014 2015: 53.6% 2015 2016: 59.3% 2016 2017: 66.1% 2017 2018: 61.3% 2018 2019: 70.3% 2019 2020: 62.5% 2020 2021: 66.7% 2021 2022: 56.9% 2022 2023: 68.6% 2023 2024: 46.8% 2024

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008361438.9%
2009371951.4%
2010291448.3%
2011471634.0%
2012592847.5%
2013894955.1%
2014574171.9%
2015563053.6%
2016543259.3%
2017593966.1%
2018623861.3%
2019644570.3%
2020322062.5%
2021483266.7%
2022512956.9%
2023352468.6%
2024472246.8%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 881 0.0% 5.9% 74.8% 5.0%
Action 2 506 0.2% 4.0% 82.8% 3.0%
Action 3 226 0.0% 2.7% 88.5% 1.3%
Action 4 136 0.0% 2.9% 91.2% 2.2%
Action 5 64 0.0% 3.1% 87.5% 3.1%
Action 6 37 0.0% 0.0% 91.9% 0.0%
Action 7 15 0.0% 0.0% 93.3% 0.0%
Action 8 8 0.0% 0.0% 87.5% 0.0%
Action 9 6 0.0% 0.0% 83.3% 0.0%
Action 10 3 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 131 office actions
All years 0.1% 1 of 1,883 office actions
Change -0.1 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%
1.7%
0.0%
0.0%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.0%

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

PTAB appeals

Matched decisions: 39. Merits outcomes: 24 affirmed, 1 affirmed in part, and 14 reversed.

Full reversal rate
35.9% 14/39 decisions
Full or partial reversal rate
38.5% 15/39 decisions
Median appeal duration
17.3 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 10, 2025 17/293,745 Affirmed §103
Jan. 8, 2025 17/260,175 Affirmed §103
Jun. 28, 2023 15/843,728 Affirmed §103
Mar. 26, 2021 15/518,080 Affirmed §103
Jun. 24, 2020 15/575,076 Affirmed §103
Jun. 16, 2020 14/678,749 Reversed §103
Oct. 25, 2018 14/733,016 Affirmed in part §103
Sep. 11, 2018 14/643,100 Affirmed §103
Jan. 13, 2017 12/502,342 Affirmed §103
Nov. 14, 2016 12/502,296 Reversed §103
Sep. 26, 2016 13/142,060 Affirmed §103
Jun. 14, 2016 12/377,961 Reversed §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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