Examiner Dale R Miller

Grant ratio: 55.7% (54th percentile in Art Unit 1623 among examiners with at least 20 applications). Average office actions per grant: 2.03. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 55.7%
Average office actions / grant 2.03
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
90110
Primary art unit
1623
Work group
1620
Technology center
1600
Applications
761
Granted applications
424
Examiner phone
(571) 272-6146

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 40.5% 1.90
Group 252 46.0% 1.76
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.90 1,445 office actions across 761 applications
Applications with office actions 99.6% 758 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.4%
1 OA 367 48.2%
2 OAs 238 31.3%
3 OAs 85 11.2%
4 OAs 38 5.0%
5+ OAs 30 3.9%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2013: 27.8% 2013 2014: 63.5% 2014 2015: 64.9% 2015 2016: 50.9% 2016 2017: 48.9% 2017 2018: 51.5% 2018 2019: 71.6% 2019 2020: 76.1% 2020 2021: 67.9% 2021 2022: 71.2% 2022 2023: 69.7% 2023 2024: 51.6% 2024 2025: 32.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201318527.8%
2014523363.5%
2015372464.9%
2016532750.9%
2017472348.9%
2018683551.5%
2019745371.6%
2020675176.1%
2021563867.9%
2022523771.2%
2023664669.7%
2024623251.6%
2025622032.3%
20264700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 758 1.1% 9.4% 55.9% 1.5%
Action 2 391 1.0% 6.6% 68.8% 5.6%
Action 3 153 0.7% 5.2% 69.9% 10.5%
Action 4 68 0.0% 2.9% 79.4% 11.8%
Action 5 30 0.0% 0.0% 76.7% 10.0%
Action 6 20 0.0% 0.0% 85.0% 5.0%
Action 7 11 0.0% 0.0% 63.6% 27.3%
Action 8 8 0.0% 0.0% 75.0% 25.0%
Action 9 4 0.0% 0.0% 100.0% 0.0%
Action 10 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.4% 1 of 284 office actions
All years 0.9% 13 of 1,445 office actions
Change -0.5 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%
2014: Alice
0.0%
0.0%
0.0%
1.6%
0.7%
2019: PEG
0.8%
0.9%
3.4%
1.3%
2.7%
2024: AI examples
1.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

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

Full reversal rate
0.0% 0/4 decisions
Full or partial reversal rate
0.0% 0/4 decisions
Median appeal duration
7.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 20, 2026 18/319,196 Affirmed §103
Oct. 31, 2019 15/421,513 Affirmed §103
Sep. 18, 2019 14/959,310 Affirmed §103
May. 31, 2018 13/969,736 Affirmed §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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