Examiner Kimberly A. Williams

Grant ratio: 86.8% (97th percentile in Art Unit 2673 among examiners with at least 20 applications). Average office actions per grant: 1.47. Most common rejection type: §103.

Appears inactive Last office action in data: December 2018
Grant ratio 86.8%
Average office actions / grant 1.47
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
71501
Primary art unit
2673
Work group
2670
Technology center
2600
Applications
544
Granted applications
472

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 16 50.9% 1.70
Group 138 53.2% 1.79
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.48 818 office actions across 552 applications
Applications with office actions 100.0% 552 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 377 68.3%
2 OAs 122 22.1%
3 OAs 33 6.0%
4 OAs 10 1.8%
5+ OAs 10 1.8%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2007: 100.0% 2007 2008: 83.6% 2008 2009: 79.1% 2009 2010: 91.9% 2010 2011: 84.0% 2011 2012: 88.2% 2012 2013: 87.2% 2013 2014: 93.5% 2014 2015: 74.5% 2015 2016: 91.2% 2016 2017: 91.9% 2017 2018: 93.5% 2018

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200722100.0%
2008554683.6%
2009675379.1%
2010625791.9%
2011504284.0%
2012514588.2%
2013393487.2%
2014464393.5%
2015473574.5%
2016575291.2%
2017373491.9%
2018312993.5%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 552 2.5% 27.4% 59.4% 0.7%
Action 2 175 2.3% 17.1% 70.9% 0.0%
Action 3 53 0.0% 9.4% 77.4% 1.9%
Action 4 20 0.0% 10.0% 80.0% 0.0%
Action 5 10 0.0% 0.0% 90.0% 0.0%
Action 6 6 0.0% 0.0% 100.0% 0.0%
Action 7 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 2.2% 18 of 818 office actions
Change N/A 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%
1.2%
0.0%
3.8%
3.0%
1.3%
1.6%
2014: Alice
4.1%
1.2%
3.5%
3.1%
1.9%

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

PTAB appeals

Matched decisions: 3. Merits outcomes: 1 affirmed, 0 affirmed in part, and 2 reversed.

Full reversal rate
66.7% 2/3 decisions
Full or partial reversal rate
66.7% 2/3 decisions
Median appeal duration
20.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 6, 2020 14/450,726 Reversed §103
Oct. 14, 2016 13/752,463 Reversed §102 · §103 · §112
Feb. 19, 2016 13/590,993 Affirmed §101 · §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

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