Examiner Willow Grace Welch

Grant ratio: 14.2% (20th percentile in Art Unit 3792 among examiners with at least 20 applications). Average office actions per grant: 2.20. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 14.2%
Average office actions / grant 2.20
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
98754
Primary art unit
3792
Work group
3790
Technology center
3700
Applications
106
Granted applications
15
Examiner phone
(703) 756-1596
Supervisor
Benjamin Klein
Supervisor phone
(571) 270-5213

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 52 39.5% 2.30
Group 334 38.9% 2.25
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.42 257 office actions across 106 applications
Applications with office actions 93.4% 99 applications
Office actionsApplicationsShare of applications
No OA observed 7 6.6%
1 OA 26 24.5%
2 OAs 31 29.2%
3 OAs 18 17.0%
4 OAs 13 12.3%
5+ OAs 11 10.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2024: 33.3% 2024 2025: 20.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202427933.3%
202530620.0%
20264900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 99 3.0% 3.0% 85.9% 5.1%
Action 2 73 8.2% 1.4% 83.6% 4.1%
Action 3 42 26.2% 0.0% 69.0% 2.4%
Action 4 24 25.0% 0.0% 58.3% 16.7%
Action 5 11 18.2% 0.0% 72.7% 9.1%
Action 6 5 20.0% 0.0% 60.0% 0.0%
Action 7 2 50.0% 0.0% 50.0% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 11.7% 30 of 257 office actions
All years 11.7% 30 of 257 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%
2024: AI examples
8.0%
2025: August memo
18.2%
7.5%

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

PTAB appeals

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

Full reversal rate
100.0% 1/1 decisions
Full or partial reversal rate
100.0% 1/1 decisions
Median appeal duration
5.1 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 20, 2026 17/514,991 Reversed §103 · §112

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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