Examiner Marc Lorenzi

Grant ratio: 45.7% (32nd percentile in Art Unit 1714 among examiners with at least 20 applications). Average office actions per grant: 2.93. Most common rejection type: §103.

Appears inactive Last office action in data: January 2026
Grant ratio 45.7%
Average office actions / grant 2.93
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center About average
Compared with USPTO Very hard

Examiner record

Examiner ID
88768
Primary art unit
1714
Work group
1710
Technology center
1700
Applications
576
Granted applications
263

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 18 45.1% 2.28
Group 162 46.9% 2.19
Tech Center 1,792 44.3% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.79 1,629 office actions across 583 applications
Applications with office actions 100.0% 583 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 141 24.2%
2 OAs 191 32.8%
3 OAs 79 13.6%
4 OAs 88 15.1%
5+ OAs 84 14.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2012: 50.0% 2012 2013: 52.9% 2013 2014: 32.1% 2014 2015: 22.2% 2015 2016: 41.5% 2016 2017: 58.5% 2017 2018: 51.2% 2018 2019: 59.2% 2019 2020: 70.0% 2020 2021: 53.8% 2021 2022: 64.7% 2022 2023: 44.0% 2023 2024: 44.7% 2024 2025: 12.9% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201212650.0%
2013341852.9%
201428932.1%
2015451022.2%
2016411741.5%
2017533158.5%
2018412151.2%
2019492959.2%
2020402870.0%
2021392153.8%
2022342264.7%
2023502244.0%
2024472144.7%
202562812.9%
2026100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 583 0.7% 6.9% 77.0% 9.1%
Action 2 442 0.2% 2.0% 81.2% 14.7%
Action 3 251 0.4% 1.6% 81.7% 15.1%
Action 4 172 0.0% 0.6% 77.3% 21.5%
Action 5 84 0.0% 0.0% 77.4% 22.6%
Action 6 55 0.0% 0.0% 76.4% 21.8%
Action 7 25 0.0% 0.0% 64.0% 36.0%
Action 8 9 0.0% 0.0% 66.7% 33.3%
Action 9 4 0.0% 0.0% 75.0% 25.0%
Action 10 3 0.0% 0.0% 33.3% 66.7%

Section 101 rejections

Last 3 years 0.8% 2 of 262 office actions
All years 0.4% 6 of 1,629 office actions
Change +0.4 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%
2.8%
2014: Alice
0.0%
0.0%
0.0%
0.8%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
1.9%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 10. Merits outcomes: 5 affirmed, 1 affirmed in part, and 4 reversed.

Full reversal rate
40.0% 4/10 decisions
Full or partial reversal rate
50.0% 5/10 decisions
Median appeal duration
13.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 13, 2026 17/126,601 Affirmed in part §103
Aug. 22, 2025 17/072,459 Affirmed N/A
Jul. 19, 2023 16/617,535 Reversed §103 · §112
Feb. 11, 2021 15/868,104 Reversed §103
Dec. 16, 2020 15/969,236 Affirmed §103 · §112
Jun. 19, 2019 12/938,034 Reversed §100 · §103
Mar. 22, 2018 13/286,251 Affirmed §103
Mar. 24, 2017 12/509,682 Affirmed §103
Dec. 21, 2016 13/725,817 Reversed §103
Nov. 8, 2016 12/742,646 Affirmed §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.

Job History

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