Examiner Amanda R Covington

Grant ratio: 15.5% (10th percentile in Art Unit 3686 among examiners with at least 20 applications). Average office actions per grant: 3.18. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 15.5%
Average office actions / grant 3.18
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
93896
Primary art unit
3686
Work group
3680
Technology center
3600
Applications
181
Granted applications
28
Examiner phone
(303) 297-4604
Supervisor
Jason B. Dunham
Supervisor phone
(571) 272-8109

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 42 32.1% 2.69
Group 285 28.7% 2.80
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.18 575 office actions across 181 applications
Applications with office actions 95.0% 172 applications
Office actionsApplicationsShare of applications
No OA observed 9 5.0%
1 OA 41 22.7%
2 OAs 44 24.3%
3 OAs 17 9.4%
4 OAs 26 14.4%
5+ OAs 44 24.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2018: 0.0% 2018 2019: 11.1% 2019 2020: 40.0% 2020 2021: 18.8% 2021 2022: 22.7% 2022 2023: 26.1% 2023 2024: 7.1% 2024 2025: 4.5% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2018600.0%
201918211.1%
2020251040.0%
202116318.8%
202222522.7%
202323626.1%
20241417.1%
20252214.5%
20263500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 172 5.2% 8.1% 84.3% 0.6%
Action 2 131 19.1% 6.9% 74.0% 0.0%
Action 3 87 27.6% 2.3% 70.1% 1.1%
Action 4 70 31.4% 0.0% 68.6% 1.4%
Action 5 44 40.9% 0.0% 59.1% 0.0%
Action 6 33 39.4% 0.0% 54.5% 0.0%
Action 7 19 52.6% 0.0% 47.4% 0.0%
Action 8 13 53.8% 0.0% 46.2% 0.0%
Action 9 4 25.0% 0.0% 75.0% 0.0%
Action 10 2 50.0% 0.0% 50.0% 0.0%

Section 101 rejections

Last 3 years 41.1% 90 of 219 office actions
All years 22.6% 130 of 575 office actions
Change +18.5 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

66.7%
3.7%
2019: PEG
4.7%
4.2%
7.4%
18.2%
29.0%
2024: AI examples
37.7%
2025: August memo
40.0%
51.0%

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

PTAB appeals

Matched decisions: 5. Merits outcomes: 4 affirmed, 1 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/5 decisions
Full or partial reversal rate
20.0% 1/5 decisions
Median appeal duration
11.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jul. 22, 2026 16/678,010 Affirmed §101 · §112
Jan. 5, 2026 15/417,008 Affirmed §101
Feb. 18, 2025 17/876,352 Affirmed in part §101
Nov. 27, 2024 16/634,057 Affirmed §101 · §103
Apr. 12, 2022 15/336,261 Affirmed §101 · §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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