Examiner Navin Lingaraju

Grant ratio: 41.8% (25th percentile in Art Unit 2691 among examiners with at least 20 applications). Average office actions per grant: 2.36. Most common rejection type: §103.

Appears inactive Last office action in data: March 2017
Grant ratio 41.8%
Average office actions / grant 2.36
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
86107
Primary art unit
2691
Work group
2690
Technology center
2600
Applications
146
Granted applications
61

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 22 51.2% 2.01
Group 96 51.2% 2.11
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.36 345 office actions across 146 applications
Applications with office actions 100.0% 146 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 53 36.3%
2 OAs 42 28.8%
3 OAs 18 12.3%
4 OAs 22 15.1%
5+ OAs 11 7.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2011: 35.7% 2011 2012: 32.4% 2012 2013: 43.6% 2013 2014: 36.4% 2014 2015: 45.5% 2015 2016: 75.0% 2016 2017: 33.3% 2017

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201114535.7%
2012341132.4%
2013391743.6%
201422836.4%
2015221045.5%
201612975.0%
20173133.3%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 146 0.7% 2.1% 94.5% 2.7%
Action 2 93 0.0% 1.1% 93.5% 5.4%
Action 3 51 0.0% 2.0% 94.1% 3.9%
Action 4 33 0.0% 0.0% 97.0% 3.0%
Action 5 11 0.0% 9.1% 90.9% 0.0%
Action 6 6 0.0% 16.7% 83.3% 0.0%
Action 7 2 0.0% 0.0% 100.0% 0.0%
Action 8 2 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 0.3% 1 of 345 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%
0.0%
1.4%
2014: Alice
0.0%
0.0%
0.0%
0.0%

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

PTAB appeals

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

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
0.0% 0/1 decisions
Median appeal duration
28.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jan. 21, 2016 12/300,154 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.

Job History

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