Examiner Heidi Riviere

Grant ratio: 17.4% (64th percentile in Art Unit 3689 among examiners with at least 20 applications). Average office actions per grant: 2.59. Most common rejection type: §103.

Appears inactive Last office action in data: August 2025
Grant ratio 17.4%
Average office actions / grant 2.59
Compared with Art unit Very easy
Compared with Work group About average
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
83685
Primary art unit
3689
Work group
3680
Technology center
3600
Applications
235
Granted applications
41

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 33 13.8% 2.82
Group 285 28.7% 2.80
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.99 467 office actions across 235 applications
Applications with office actions 95.7% 225 applications
Office actionsApplicationsShare of applications
No OA observed 10 4.3%
1 OA 100 42.6%
2 OAs 62 26.4%
3 OAs 30 12.8%
4 OAs 20 8.5%
5+ OAs 13 5.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 2.0% 2008 2009: 15.1% 2009 2010: 21.6% 2010 2011: 31.3% 2011 2012: 30.3% 2012 2013: 37.5% 2013 2014: 0.0% 2014 2015: 0.0% 2015 2016: 0.0% 2016 2018: 42.9% 2018 2020: 0.0% 2020 2023: 40.0% 2023 2025: 20.0% 2025

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20084912.0%
200953815.1%
201037821.6%
201116531.3%
2012331030.3%
20138337.5%
2014600.0%
2015300.0%
2016900.0%
20187342.9%
2020400.0%
20235240.0%
20255120.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 225 0.0% 11.6% 85.8% 0.4%
Action 2 125 0.0% 4.0% 91.2% 3.2%
Action 3 63 0.0% 1.6% 98.4% 0.0%
Action 4 33 0.0% 0.0% 97.0% 3.0%
Action 5 13 0.0% 0.0% 100.0% 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 0.0% 0 of 13 office actions
All years 0.0% 0 of 467 office actions
Change 0.0 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%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
0.0%
0.0%
2025: August memo
0.0%

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
17.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 24, 2011 10/359,141 Affirmed §102 · §103 · §112
Aug. 1, 2011 10/254,417 Reversed §103 · §112
May. 31, 2011 11/970,885 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.

Job History

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