Examiner Lance William White

Grant ratio: 7.5% (32nd percentile in Art Unit 3689 among examiners with at least 20 applications). Average office actions per grant: 4.73. Most common rejection type: §103.

Appears inactive Last office action in data: February 2023
Grant ratio 7.5%
Average office actions / grant 4.73
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
92942
Primary art unit
3689
Work group
3680
Technology center
3600
Applications
147
Granted applications
11

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 34 13.9% 2.83
Group 285 28.3% 2.80
Tech Center 2,394 45.5% 2.12
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.67 416 office actions across 156 applications
Applications with office actions 100.0% 156 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 63 40.4%
2 OAs 29 18.6%
3 OAs 17 10.9%
4 OAs 25 16.0%
5+ OAs 22 14.1%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2016: 0.0% 2016 2017: 0.0% 2017 2018: 4.3% 2018 2019: 0.0% 2019 2020: 4.0% 2020 2021: 19.0% 2021 2022: 21.7% 2022 2023: 0.0% 2023

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20161200.0%
20172200.0%
20182314.3%
20191900.0%
20202514.0%
202121419.0%
202223521.7%
2023200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 156 0.0% 4.5% 89.7% 5.8%
Action 2 93 5.4% 3.2% 74.2% 14.0%
Action 3 64 10.9% 1.6% 76.6% 10.9%
Action 4 47 0.0% 0.0% 83.0% 17.0%
Action 5 22 0.0% 0.0% 100.0% 0.0%
Action 6 20 5.0% 0.0% 80.0% 15.0%
Action 7 7 0.0% 28.6% 71.4% 0.0%
Action 8 3 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 50.0% 50.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 3.1% 13 of 416 office actions
Change N/A Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
3.3%
8.9%
4.4%
2019: PEG
1.5%
1.4%
3.0%
0.0%
0.0%

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

PTAB appeals

Matched decisions: 10. Merits outcomes: 6 affirmed, 0 affirmed in part, and 4 reversed.

Full reversal rate
40.0% 4/10 decisions
Full or partial reversal rate
40.0% 4/10 decisions
Median appeal duration
14.7 months
New grounds of rejection
2
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 20, 2025 16/413,101 Affirmed §101 · §102 · §103
Aug. 24, 2023 14/250,377 Affirmed §101 · §103
May. 18, 2023 15/097,194 Affirmed §101 · §103 · §112
Apr. 11, 2023 15/097,187 Reversed §103
Mar. 11, 2022 15/365,777 Reversed New ground of rejection §101 · §103
Jan. 27, 2021 14/424,350 Reversed New ground of rejection §103 · §112
Jul. 20, 2020 14/444,413 Affirmed §101 · §102 · §112
Jun. 12, 2020 12/491,635 Affirmed §101 · §102 · §112
May. 11, 2020 15/370,374 Affirmed §101 · §103
Mar. 24, 2020 14/312,442 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 Oct. 30, 2026.

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