Examiner Elda Milef

Grant ratio: 37.3% (38th percentile in Art Unit 3694 among examiners with at least 20 applications). Average office actions per grant: 2.46. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 37.3%
Average office actions / grant 2.46
Compared with Art unit About average
Compared with Work group Very easy
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
80986
Primary art unit
3694
Work group
3690
Technology center
3600
Applications
531
Granted applications
198
Examiner phone
(571) 272-8124
Supervisor
Bennett Sigmond
Supervisor phone
(303) 297-4411

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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 3.01 1,600 office actions across 531 applications
Applications with office actions 97.2% 516 applications
Office actionsApplicationsShare of applications
No OA observed 15 2.8%
1 OA 162 30.5%
2 OAs 118 22.2%
3 OAs 67 12.6%
4 OAs 68 12.8%
5+ OAs 101 19.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 14.3% 2008 2009: 30.8% 2009 2010: 65.2% 2010 2011: 70.8% 2011 2012: 44.8% 2012 2013: 46.2% 2013 2014: 9.5% 2014 2015: 2.9% 2015 2016: 4.8% 2016 2017: 31.0% 2017 2018: 31.8% 2018 2019: 31.0% 2019 2020: 44.8% 2020 2021: 48.1% 2021 2022: 64.3% 2022 2023: 60.0% 2023 2024: 48.8% 2024 2025: 44.8% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200814214.3%
2009391230.8%
2010231565.2%
2011241770.8%
2012291344.8%
2013261246.2%
20142129.5%
20153412.9%
20162114.8%
201729931.0%
201822731.8%
201929931.0%
2020291344.8%
2021271348.1%
2022281864.3%
2023352160.0%
2024412048.8%
2025291344.8%
20263100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 516 10.3% 4.3% 70.5% 1.9%
Action 2 354 31.9% 10.5% 51.4% 3.1%
Action 3 236 38.1% 4.7% 52.1% 3.8%
Action 4 169 43.8% 3.6% 43.8% 7.1%
Action 5 101 49.5% 3.0% 39.6% 5.9%
Action 6 77 50.6% 3.9% 40.3% 5.2%
Action 7 50 58.0% 2.0% 40.0% 0.0%
Action 8 36 61.1% 8.3% 25.0% 2.8%
Action 9 21 71.4% 9.5% 19.0% 0.0%
Action 10 13 76.9% 0.0% 15.4% 7.7%

Section 101 rejections

Last 3 years 43.6% 95 of 218 office actions
All years 32.6% 521 of 1,600 office actions
Change +11.0 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%
5.7%
4.9%
8.8%
4.8%
5.1%
2014: Alice
17.4%
39.8%
52.9%
49.4%
54.2%
2019: PEG
62.2%
51.6%
60.5%
51.3%
50.0%
2024: AI examples
39.3%
2025: August memo
34.9%
57.5%

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

PTAB appeals

Matched decisions: 30. Merits outcomes: 25 affirmed, 3 affirmed in part, and 2 reversed.

Full reversal rate
6.7% 2/30 decisions
Full or partial reversal rate
16.7% 5/30 decisions
Median appeal duration
19.9 months
New grounds of rejection
3
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 15, 2026 17/894,304 Affirmed §101 · §112
Mar. 18, 2025 17/428,074 Affirmed §101 · §102 · §103
May. 13, 2024 16/215,677 Affirmed §101 · §102
Oct. 30, 2023 16/860,031 Affirmed §101
Nov. 25, 2020 11/893,017 Affirmed §101 · §102
Jul. 23, 2020 13/613,862 Affirmed §101 · §103 · §112
Jul. 1, 2020 12/760,763 Affirmed §101 · §102
May. 18, 2020 12/124,144 Affirmed in part §101
Mar. 31, 2020 12/857,205 Affirmed in part §101 · §103 · §112
Mar. 24, 2020 12/079,717 Affirmed §101 · §112
Feb. 6, 2020 13/185,441 Affirmed §101 · §102
Sep. 3, 2019 13/915,339 Affirmed New ground of rejection §101 · §102 · §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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