Examiner Peter Ludwig

Grant ratio: 31.1% (50th percentile in Art Unit 3687 among examiners with at least 20 applications). Average office actions per grant: 3.86. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 31.1%
Average office actions / grant 3.86
Compared with Art unit Very hard
Compared with Work group About average
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
82631
Primary art unit
3687
Work group
3680
Technology center
3600
Applications
615
Granted applications
191
Examiner phone
(571) 270-5599
Supervisor
Fahd Obeid
Supervisor phone
(571) 270-3324

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 31 31.5% 2.56
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 3.33 2,045 office actions across 615 applications
Applications with office actions 99.7% 613 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.3%
1 OA 136 22.1%
2 OAs 167 27.2%
3 OAs 75 12.2%
4 OAs 106 17.2%
5+ OAs 129 21.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2009: 100.0% 2009 2010: 0.0% 2010 2011: 17.2% 2011 2012: 42.1% 2012 2013: 26.1% 2013 2014: 32.1% 2014 2015: 33.3% 2015 2016: 35.7% 2016 2017: 37.0% 2017 2018: 30.8% 2018 2019: 23.1% 2019 2020: 32.7% 2020 2021: 61.1% 2021 2022: 41.5% 2022 2023: 55.0% 2023 2024: 33.3% 2024 2025: 9.5% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200911100.0%
2010200.0%
201129517.2%
2012381642.1%
201323626.1%
201428932.1%
2015511733.3%
2016562035.7%
2017271037.0%
201826830.8%
201926623.1%
2020521732.7%
2021362261.1%
2022411741.5%
2023402255.0%
2024331133.3%
20254249.5%
20266400.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 613 2.4% 21.5% 74.4% 0.8%
Action 2 477 11.5% 8.8% 65.8% 13.2%
Action 3 310 15.5% 4.5% 68.1% 11.9%
Action 4 235 17.0% 4.3% 71.9% 6.8%
Action 5 129 10.9% 3.1% 73.6% 13.2%
Action 6 92 16.3% 2.2% 70.7% 8.7%
Action 7 55 21.8% 1.8% 67.3% 7.3%
Action 8 37 27.0% 0.0% 51.4% 21.6%
Action 9 24 29.2% 0.0% 54.2% 16.7%
Action 10 19 15.8% 5.3% 68.4% 10.5%

Section 101 rejections

Last 3 years 19.2% 66 of 344 office actions
All years 11.2% 229 of 2,045 office actions
Change +8.0 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%
33.3%
0.0%
0.8%
0.5%
0.7%
2014: Alice
3.8%
18.7%
27.0%
32.5%
14.7%
2019: PEG
5.5%
3.9%
7.1%
6.5%
19.8%
2024: AI examples
30.1%
2025: August memo
13.7%
11.9%

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

PTAB appeals

Matched decisions: 32. Merits outcomes: 16 affirmed, 5 affirmed in part, and 11 reversed.

Full reversal rate
34.4% 11/32 decisions
Full or partial reversal rate
50.0% 16/32 decisions
Median appeal duration
17.8 months
New grounds of rejection
3
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 29, 2025 17/085,322 Reversed §101
Jan. 17, 2025 17/074,092 Reversed New ground of rejection §101 · §103
Jul. 1, 2024 15/618,273 Reversed §103
Nov. 30, 2023 15/438,633 Affirmed in part §112
Nov. 29, 2023 16/101,058 Affirmed N/A
Jun. 22, 2023 16/007,021 Reversed §103 · §112
May. 10, 2023 15/928,814 Reversed New ground of rejection §103 · §112
Sep. 13, 2022 14/109,737 Affirmed §103
May. 25, 2021 15/593,048 Affirmed §103
Feb. 22, 2021 14/102,481 Affirmed New ground of rejection §103
Sep. 3, 2020 14/263,828 Reversed §103
Jul. 10, 2020 14/081,193 Affirmed in part §101 · §102 · §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.

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