Examiner Hai Tran

Grant ratio: 56.9% (82nd percentile in Art Unit 3694 among examiners with at least 20 applications). Average office actions per grant: 2.92. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 56.9%
Average office actions / grant 2.92
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
83156
Primary art unit
3694
Work group
3690
Technology center
3600
Applications
764
Granted applications
435
Examiner phone
(571) 272-7364
Supervisor
Christine M. Behncke
Supervisor phone
(571) 272-8103

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 27 42.8% 2.58
Group 163 34.3% 2.69
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.63 2,008 office actions across 764 applications
Applications with office actions 97.3% 743 applications
Office actionsApplicationsShare of applications
No OA observed 21 2.7%
1 OA 213 27.9%
2 OAs 232 30.4%
3 OAs 107 14.0%
4 OAs 83 10.9%
5+ OAs 108 14.1%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 25.0% 2008 2009: 42.1% 2009 2010: 59.5% 2010 2011: 68.4% 2011 2012: 71.4% 2012 2013: 77.8% 2013 2014: 19.0% 2014 2015: 0.0% 2015 2016: 17.9% 2016 2017: 53.5% 2017 2018: 56.0% 2018 2019: 87.0% 2019 2020: 70.6% 2020 2021: 74.4% 2021 2022: 76.5% 2022 2023: 88.5% 2023 2024: 77.3% 2024 2025: 29.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200828725.0%
2009381642.1%
2010372259.5%
2011382668.4%
2012423071.4%
2013453577.8%
201421419.0%
20153000.0%
201628517.9%
2017432353.5%
2018502856.0%
2019464087.0%
2020513670.6%
2021433274.4%
2022513976.5%
2023524688.5%
2024443477.3%
2025411229.3%
20263600.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 743 13.1% 18.7% 60.6% 1.6%
Action 2 530 33.4% 6.6% 49.6% 2.6%
Action 3 298 38.3% 3.7% 44.3% 5.4%
Action 4 191 42.9% 3.1% 44.0% 4.7%
Action 5 108 49.1% 0.0% 39.8% 5.6%
Action 6 63 55.6% 0.0% 38.1% 1.6%
Action 7 34 47.1% 2.9% 38.2% 8.8%
Action 8 17 35.3% 0.0% 35.3% 11.8%
Action 9 10 60.0% 0.0% 40.0% 0.0%
Action 10 5 60.0% 0.0% 40.0% 0.0%

Section 101 rejections

Last 3 years 53.8% 149 of 277 office actions
All years 29.8% 598 of 2,008 office actions
Change +24.0 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%
1.8%
4.1%
4.9%
4.0%
2.6%
2014: Alice
12.1%
21.2%
44.9%
73.9%
41.8%
2019: PEG
47.4%
37.1%
50.5%
46.8%
33.3%
2024: AI examples
50.0%
2025: August memo
60.0%
65.2%

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

PTAB appeals

Matched decisions: 27. Merits outcomes: 20 affirmed, 0 affirmed in part, and 7 reversed.

Full reversal rate
25.9% 7/27 decisions
Full or partial reversal rate
25.9% 7/27 decisions
Median appeal duration
17.6 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 5, 2026 18/544,188 Affirmed §101 · §120
Mar. 29, 2023 15/959,495 Affirmed §101
Mar. 1, 2021 16/395,818 Affirmed §101
Jan. 29, 2020 14/143,633 Affirmed §101 · §102 · §103
Dec. 2, 2019 14/109,269 Reversed §100 · §101
Oct. 1, 2019 13/865,838 Affirmed §101 · §102
Jul. 19, 2019 13/287,640 Reversed §101
Jul. 19, 2019 12/847,435 Reversed §101
May. 30, 2019 13/655,307 Affirmed §101
Apr. 30, 2019 13/833,625 Reversed §101
Apr. 30, 2019 14/483,254 Reversed §101
Apr. 9, 2019 14/056,261 Affirmed §101

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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